United States v. Eddie Lee Perry ( 2021 )


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  •          USCA11 Case: 16-11358    Date Filed: 09/29/2021   Page: 1 of 52
    [PUBLISH]
    IN THE UNITED STATES COURT OF APPEALS
    FOR THE ELEVENTH CIRCUIT
    ________________________
    No. 16-11358
    ________________________
    D.C. Docket No. 1:14-cr-00039-WLS-TQL-1
    UNITED STATES OF AMERICA,
    Plaintiff - Appellee,
    versus
    EDDIE LEE PERRY,
    CHAD RAGIN,
    Defendants - Appellants.
    ________________________
    Appeals from the United States District Court
    for the Middle District of Georgia
    ________________________
    (September 29, 2021)
    USCA11 Case: 16-11358          Date Filed: 09/29/2021      Page: 2 of 52
    Before GRANT and MARCUS, Circuit Judges, and AXON,* District Judge.
    MARCUS, Circuit Judge:
    In 2014, Eddie Lee Perry and Chad Ragin along with seven other co-
    defendants were indicted by a federal grand jury on numerous charges related to
    their involvement in a substantial multi-year, multi-state drug distribution
    organization operating primarily in southern Georgia. The core charge was that
    Perry, Ragin, and the others conspired to possess with intent to distribute in excess
    of five kilograms of cocaine and in excess of 280 grams of cocaine base. The
    charged conspiracy ran from January 2010 until the end of 2013. As part of an
    extended investigation, and with a series of court-ordered wiretaps in hand, the
    government intercepted thousands of cellular phone calls involving Perry, Ragin,
    and the other conspirators. Many of these conversations involved coded
    discussions about drugs. Some of the calls expressly referenced “coke jewel,”
    “powder,” and something “for the nose.” During the trial, the government
    introduced 100 of the calls through the testimony of its case agent, DEA task force
    officer Kevin Lee. The government also presented testimony from sixteen other
    witnesses and introduced Rule 404(b) evidence of other crimes, wrongs, and acts
    *
    Honorable Annemarie Axon, United States District Judge for the Northern District of Alabama,
    sitting by designation.
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    against both Perry and Ragin. After seven days of trial, the jury convicted Perry
    and Ragin on all counts.
    In this consolidated appeal, Perry presents multiple challenges to his
    convictions, while Ragin attacks his sentence on several grounds. Perry focuses
    primarily on agent Lee’s testimony, arguing that the district court erroneously
    admitted it because Lee was not properly qualified as an expert, and that, in any
    event, the opinion testimony improperly blurred the line between expert and lay
    witness testimony and drew impermissible inferences for the jury. But after a
    thorough review of an extensive trial record, we are satisfied that Lee was properly
    qualified as an expert in interpreting code words for drugs, and that Perry has
    failed to establish that he was substantially prejudiced by any offending comments
    Lee offered. Similarly, we conclude that Ragin’s challenges to his sentence are
    without merit. We affirm.
    I.
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    In early 2013, Drug Enforcement Administration and local law enforcement
    agencies in southwest Georgia and Miami, Florida jointly began an extensive
    investigation involving a large cocaine distribution scheme. As part of this
    inquiry, between April and June 2013, the agents obtained three 30-day court-
    authorized interceptions of calls on a cell phone used by Perry. During this period,
    the agents intercepted thousands of calls, including many discussing drug
    production and sales. Information drawn from the Perry wiretaps led to court-
    authorized spinoff wiretaps, including one in December 2013, which focused on
    Roger Ross, who was Perry’s source of cocaine.
    Many of the calls ranged from discussions about cooking cocaine to setting
    up potential sales. Three calls from April 13, 2013 are illustrative. The day started
    with a call between Perry and Odell Cleveland (a named co-conspirator). Among
    other things, Perry told Cleveland that he had “that Lulu for your ass,” using the
    code word “Lulu” for powder cocaine. Perry then called Joseph Davenport (also a
    named co-conspirator) and told him that they needed to meet. Shortly thereafter,
    Perry spoke to Ross, his Miami supplier, and said that the powder cocaine was
    “good” and “dropping dem draws quick.” At trial, Kevin Lee -- who was the
    narcotics and vice commander of the Thomas County Sheriff’s Office, a task force
    officer working with the DEA, and the chief investigator in this case -- testified
    that “dropping dem draws quick” meant it was “easy to convert [] from powder
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    cocaine into crack cocaine.” Ross then asked Perry if he wanted “some more” and
    Perry said yes. Perry also told Ross that “Ole Bro Bro he fixing to come get at me
    . . . so Imma need.” Agent Lee testified that “Ole Bro Bro” referred to Joseph
    Davenport (a named co-conspirator and co-defendant) and that Perry was telling
    Ross he would need more cocaine in the future. On the same call, Ross told Perry
    that he was going to “have nephew do that and . . . hit ya up . . . later on.” Agent
    Lee offered that “nephew” referred to Ross’s cousin 1 and courier, Chad Ragin,
    who would deliver more cocaine.
    The intercepted telephone calls also led to the arrests of several co-
    conspirators and the seizure of drugs and money. Thus, for example, on May 4,
    2013, the wiretap surveillance team intercepted a phone call between Perry and
    Davenport. The two co-conspirators discussed their progress getting “one” from
    an unnamed man, which they could sell and charge “14 to make [] a dollar a
    piece.” Agent Lee testified that the men were discussing buying one ounce of
    powder cocaine from Vert Washington (another co-conspirator) and selling it for
    $1,400, in order to make $100 each. On May 16, agent Lee received a call from an
    informant, who led Lee to a convenience store parking lot where Davenport and
    Washington were sitting in a vehicle. When agent Lee arrived, after obtaining
    1
    In a written statement following his arrest, Ragin refers to Ross as his cousin. However, at
    several points in the taped conversations and at trial, Ragin is referred to as Ross’s nephew.
    5
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    consent to search, he found in the vehicle in plain view a cardboard tube containing
    three or four bags of cocaine. The next day, the team intercepted another call from
    Davenport to Perry. During the call, Davenport explained that he and Washington
    had been stopped by the police and that the police had found, and seized, cocaine --
    specifically “[a]bout three halves and . . . some powder” -- from the vehicle.
    Later that month, the surveillance team intercepted telephone calls between
    Perry and Darnel Anderson.2 In one call, on May 28, 2013, Anderson asked Perry
    to bring “two by here,” which, agent Lee later explained, referred to two circles of
    crack cocaine. The next day, Anderson called Perry again and told him to “go
    ahead bring me another.” The same day, the team received a tip that Perry would
    be making a drug delivery to an unknown buyer. Dewayne Pearson, an
    investigator with the Cairo, Georgia Police Department, set up surveillance near
    Perry’s residence and followed him to a car wash, where Perry met with Anderson.
    Pearson saw the two men enter a building for roughly five minutes before walking
    back to Perry’s truck. Perry reached for something inside his truck and then
    returned to the building with Anderson for a few more minutes. Perry left, and
    “just moments” later, police returned to the car wash with a warrant for Anderson’s
    arrest. As Anderson fled the scene, a pursuing officer saw him throw a shoe box
    2
    Darnel Anderson died prior to Perry and Ragin’s trial.
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    onto the roof of a nearby residence. When the box was recovered, the officer
    found over 95 grams of crack cocaine inside.
    In December 2013, the team intercepted phone calls between Perry and Ross
    that discussed Perry’s efforts to collect money he owed to Ross. During one of
    them, on December 16, 2013, Perry explained that “it’s slow motion around here”
    and that he wasn’t where he “need[ed] to be,” which agent Lee told the jury meant
    that Perry hadn’t collected enough money to repay Ross. Ross pushed back,
    offering that Perry was making Ross look “real, real, real shady right now,” and
    that “this cat” was calling him “six or seven times, back to back, back to back,
    back to back.” Agent Lee explained that Ross was “looking bad to his source of
    supply” because Ross couldn’t pay. Perry responded that Ross should “just let him
    know everybody okay it’s just slow.”
    The next day, the team intercepted a call between Ross and Ragin. This
    time, Ragin asked Ross if he’d spoken to Perry and the two discussed Ragin’s plan
    to travel to Cairo, Georgia. Then, on December 21, Ross called Perry again,
    asking about the money Perry owed him. Perry told Ross that he had “a dub,” or
    $20,000, as Lee explained it. Ross expressed disappointment with the amount, but
    said he had “to get whatever [he] can get . . . right now.” The next day, Ross
    called Perry to tell him that Ragin would be driving from Miami to Cairo in order
    to collect the money. During this call, Perry told Ross that he was placing tape
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    around the cash and the sound of wrapping tape around the money could be heard
    on the phone call.
    That day, December 22, law enforcement agents surveilled Perry’s residence
    in Cairo, Georgia. They spotted Ragin’s vehicle. On his way back to Florida,
    Ragin was pulled over for speeding while driving through southern Georgia.
    Officers discovered in the car a package wrapped in duct tape containing $18,870
    in cash, and another $840 in cash on Ragin’s person. Ragin followed the agents
    back to the station in his own car, but had the presence of mind to call Ross on the
    way, explaining that he (Ragin) had been stopped by the police and that he
    believed “they watching that boy[’s] house,” or that the police were watching
    Perry’s residence. Ross then called Perry in order to warn him to “keep [his] eyes
    open” and “look[] out” and described the cash seizure.
    At the police station, Ragin told the agents that the cash was his, but that he
    earned the money by selling cars. The government later initiated forfeiture
    proceedings against the money, prompting Ragin to produce an affidavit from
    Nader Aweidh, who swore that he purchased a vehicle from Ragin for $20,000.
    However, the team intercepted a series of phone calls between Ross and Ragin
    discussing different explanations for the money. For example, during one call
    Ross told Ragin that they could find “somebody that could come back and say that,
    hey look I loaned him this money to go ahead and try to get a car that he wanted.”
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    Ragin then proposed to “say it’s my money” because “I got the lawsuit.” At trial,
    Aweidh testified, for the government, that his affidavit was not true and that he
    only signed it “as a favor” to Ragin.
    On September 11, 2014, a federal grand jury sitting in the Middle District of
    Georgia charged Eddie Lee Perry, Ragin, Ross, Davenport, Washington,
    Cleveland, and three other co-conspirators -- Xavier Jordan, Brandon Perry, 3 and
    Michael Perry4 -- with conspiracy to possess with intent to distribute cocaine and
    crack cocaine beginning on or about January 1, 2010, and continuing until on or
    about December 31, 2013, “the exact dates being unknown to the Grand Jury,” in
    violation of 
    21 U.S.C. §§ 841
    (a)(1), 841(b)(1)(A)(ii), (iii), 846. Perry was also
    charged in thirteen substantive counts with the use of a communication facility in
    furtherance of a drug crime, in violation of 
    21 U.S.C. § 843
    (b). Ragin was charged
    in two additional counts with the use of a communication facility in furtherance of
    a drug crime, in violation of 
    21 U.S.C. § 843
    (b); one count of conspiring to falsify
    records in a federal investigation, in violation of 
    18 U.S.C. § 371
     in connection
    with 
    18 U.S.C. § 1519
    ; and two substantive counts of falsifying records, in
    violation of 
    18 U.S.C. § 1519
    .
    3
    Brandon Perry is Eddie Lee Perry’s son.
    4
    Michael Perry is Eddie Lee Perry’s brother.
    9
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    Perry, Ragin, and Davenport were tried together in a case that lasted seven
    days.5 The tapes from the government’s wiretap made up the vast majority of the
    evidence presented and included 76 calls intercepted from Perry’s cell phone and
    24 additional cellular phone calls intercepted from Ross’s phone. Notably, the
    defendants did not object to the introduction of almost all of these phone calls.
    Counsel for Perry raised one hearsay objection to one phone call Perry received
    from Dexter Young on April 18, 2013. He claimed that Young was not present in
    court and would not testify, therefore the entire conversation was inadmissible
    hearsay. The district court overruled the objection. Other than this one hearsay
    claim, no other objections were raised to the admissibility of the other 99 recorded
    conversations.6
    The government’s main witness was agent Lee, who testified at considerable
    length. Agent Lee was qualified as an expert “in coded drug language and
    methods of trafficking, as well as the manufacture of crack cocaine from powder
    cocaine.” As we’ve described, the government introduced 100 tape recorded
    conversations into evidence along with transcripts during the course of Lee’s
    testimony. When relevant, he was asked about and opined on the meaning of
    5
    Ross and the others were tried separately.
    6
    After the calls were admitted, Perry’s counsel objected to the government’s questioning of
    agent Lee concerning two calls between Perry and individuals not named in the indictment,
    arguing that the calls were not relevant. The district court overruled both objections.
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    certain drug “code” words used by Perry and the others. Perry’s counsel objected
    to the scope of Lee’s testimony only one time, when Lee testified about a call
    between Perry and Ross on December 16, 2013. Perry claimed that Lee’s
    testimony invaded “the purview of the jury” by interpreting common English. The
    district court overruled the objection. Perry’s counsel offered another objection to
    Lee’s testimony on the ground that he was speculating about the meaning of one
    conversation, but did not argue that this testimony invaded the province of the jury.
    The government also introduced Rule 404(b) crimes, wrongs, or acts
    evidence for both Perry and Ragin, involving events that fell outside the timeframe
    of the charged conspiracy. For Perry, the government moved to introduce the
    factual basis surrounding his earlier federal conviction for the distribution of crack
    cocaine in southern Georgia. Perry objected, arguing that the evidence was unduly
    prejudicial and would “give[] an unfair advantage[]” to the government. The
    district court disagreed, finding that the probative value of the evidence was not
    outweighed by the danger of undue prejudice. But, to limit any prejudicial impact,
    the court directed the parties to omit any reference to Perry having been convicted
    or having entered a guilty plea.
    While Perry disagreed with the district court’s ruling, he agreed that the
    following stipulation conformed to the district court’s ruling about what limited
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    information could be included in the 404(b) proffer. The stipulation provided to
    the jury read this way:
    Members of the jury, the United States and the Defendant Perry
    stipulate and agree that Defendant Perry made the following sworn
    statement in a prior court proceeding: “From on or about January 1,
    1996, to on or about April 3, 2004, Eddie Lee Perry, Jr. was involved
    in the distribution of multi-ounce quantities of crack cocaine. During
    this timeframe, the Defendant was supplied with cocaine by various
    sources which included Michael Tise. The defendant sold crack
    cocaine at various locations in the Cairo, Georgia area.
    On April 3, 2004, Terrence Williams under the control of law
    enforcement made a controlled buy of cocaine base and cocaine from
    the defendant, Eddie Lee Perry, Jr. The buy was preserved on audio
    tape. The cocaine base purchased from the defendant on this date
    tested positive for a total of 93.4 grams and the cocaine tested positive
    for a total of 134.4 grams.
    After the sale on April 3, 2004 was consummated the officers
    converged at 1137 11th Street, Cairo, Georgia and arrested Eddie Lee
    Perry, Jr. The officers recovered the buy money that Williams used to
    obtain the cocaine from Perry, Jr. The officer[s] executed a search at
    212 Humble Street, the home of Eddie Lee Perry, Jr[.] and recovered
    numerous boxes of sandwich baggies, two cups containing cocaine
    residue and a scale.
    As for Ragin, the government’s Rule 404(b) evidence related to his arrest in
    this case, which occurred on September 23, 2014, at his home in Florida. During
    the arrest, law enforcement agents discovered 890 grams of cocaine, 947 grams of
    heroin, and two handguns. They also found a bag containing drug paraphernalia,
    including a money counter and scales, and over $16,000. After being arrested,
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    Ragin made an inculpatory statement that was received in evidence against him.
    Ragin admitted that he held the drugs for co-defendant Ross:
    The cocaine and heroin you found at my house belongs to my cousin,
    Roger Ross. Ross paid me to keep it for him. I placed the cocaine
    and heroin where you found it. He gave me a whole key (kilogram)
    of cocaine. He gave me more than the amount of heroin. He comes
    over and gets ounces of heroin at a time. I’ve been keeping cocaine
    and heroin at my house for Roger Ross for about two or three months.
    Roger has given me 3 kilos of heroin and one [kilo] of cocaine to keep
    for him.
    The jury found Perry, Ragin, and Davenport guilty on all counts. It returned
    a special verdict, finding that Perry conspired with the intent to distribute cocaine
    weighing more than 5 kilograms and cocaine base weighing more than 280 grams,
    and that Ragin conspired with the intent to distribute cocaine weighing less than
    500 grams. Perry was sentenced to 240 months in prison on the conspiracy count,
    and 96 months on the remaining counts, to run concurrently for a total sentence of
    240 months. The court also imposed a mandatory assessment of $1,400 and a ten-
    year period of supervised release.
    At Ragin’s sentencing, the district court considered the drugs and guns
    found during Ragin’s arrest as “relevant conduct” under the Sentencing Guidelines,
    yielding a total offense level of 34 and a sentencing range of 168 to 210 months.7
    The court sentenced Ragin to 180 months’ imprisonment on the conspiracy count;
    7
    The probation officer explained at the hearing that without this enhancement, Ragin would
    have a total offense level of 28 and a sentencing range of 87 to 108 months’ imprisonment.
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    96 months in prison on the two communication counts; and 60 months on the
    counts related to the falsification of records. The sentences on each of the counts
    were to run concurrently, yielding a total prison term of 180 months. Additionally,
    the court imposed a mandatory assessment of $600 and a six-year period of
    supervised release.
    This consolidated appeal followed.
    II.
    A.
    Perry raises several claims concerning the admissibility of the expert
    testimony of agent Kevin Lee. Perry argues that the district court erroneously
    qualified Lee as an expert in coded drug language, and that Lee improperly offered
    opinion testimony beyond his expert knowledge. In the process, he wrongfully
    invaded the province of the jury. We are unpersuaded.
    We review a district court’s evidentiary decisions concerning the
    admissibility of expert testimony for abuse of discretion, which means we will not
    reverse unless the ruling is “manifestly erroneous.” United States v. Barton, 
    909 F.3d 1323
    , 1330 (11th Cir. 2018) (quoting United States v. Frazier, 
    387 F.3d 1244
    ,
    1259 (11th Cir. 2004) (en banc)). Federal Rule of Evidence 702 controls the
    admissibility of expert testimony. The trial court is required to consider whether:
    (1) the expert is qualified to testify competently regarding the matters
    he intends to address; (2) the methodology by which the expert
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    reaches his conclusions is sufficiently reliable as determined by the
    sort of inquiry mandated in Daubert; and (3) the testimony assists the
    trier of fact, through the application of scientific, technical, or
    specialized expertise, to understand the evidence or to determine a
    fact in issue.
    Frazier, 
    387 F.3d at 1260
    .
    In United States v. Holt, we “affirmed the admission of expert testimony by
    law enforcement officers interpreting drug codes and jargon.” 
    777 F.3d 1234
    ,
    1265 (11th Cir. 2015) (collecting cases). In that case, the defendant lodged a
    similar objection to the qualification of the government’s lead agent as an expert
    witness offering opinion testimony about coded drug language. 
    Id.
     at 1250–51.
    We held that the district court did not err in admitting the agent’s expert testimony
    because the trial court found she was qualified “based on, most notably, her
    extensive involvement in this particular investigation . . . as well as her training,
    experience in previous wiretaps, and general investigative experience during her
    six years as a DEA Agent.” 
    Id. at 1265
    . The agent formed her opinions “based on
    her training, experience, discussions with cooperating co-conspirators, general
    knowledge of common drug prices and quantities, review of nearly all of the
    communications in this case, and the context of each particular communication.”
    
    Id.
     at 1265–66.
    So too here. Like the lead agent in Holt, agent Lee had substantial
    experience in narcotics investigations -- he worked in law enforcement for 19 years
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    and participated in thousands of narcotics investigations, he interviewed thousands
    of defendants and confidential informants, and assisted in numerous wiretap
    investigations which led him to review literally thousands of recorded
    conversations. And like the agent in Holt, agent Lee formed his opinions using
    reliable methods and based on a combination of experience, general knowledge,
    and familiarity with the intercepted communications and their context. Finally,
    Lee reviewed all of the germane conversations about the distribution of drugs
    drawn from the Perry wiretaps.
    Perry argues, nevertheless, that agent Lee’s expertise does not meet the
    requirements of Rule 702 because it was based solely on knowledge he gained as a
    case agent in this case. Perry says that when agent Lee was asked how he
    determined the meaning of code words, he explained that he did so “[b]ased on the
    investigation that we’re doing at that time and what we have learned.” But Perry
    cherry-picks from among many of agent Lee’s statements. Lee also testified that
    he had worked “almost exclusively with narcotics-related investigations” for
    almost twenty years, participating in “thousands” of such investigations, and that
    60 to 70 percent of those investigations involved cocaine. He explained that he
    developed substantial expertise in code words by conducting thousands of
    interviews with defendants and cooperating sources, observing that it was “through
    these types of information [that he had] learned some code words associated with
    16
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    drug trafficking.” Lee also testified that he stayed informed of “what people are
    doing in our community, what phrases they’re using, the dollar amounts of
    purchases . . . If we’re doing an investigation, we may send a text or record a
    conversation, so we see the actual words that they are using.” Although agent Lee
    answered one question by focusing on his knowledge drawn from this
    investigation, we cannot say that it was manifestly erroneous for the trial court to
    qualify him as an expert on coded drug language given the entirety of his ample
    experience. No other challenges were raised against Lee’s expertise concerning
    methods of trafficking and the manufacture of crack cocaine from powder cocaine.
    Perry also claims that Lee’s testimony invaded the province of the jury
    because he offered opinions about matters that went beyond his “expert”
    knowledge. At trial, the government used agent Lee’s testimony to introduce
    audio recordings and transcripts of the 100 intercepted phone calls from the
    wiretaps of Perry and Ross. When the conversation included “code,” the
    government would ask Lee questions about the meaning of words in the recording.
    The following exchange about a conversation between Perry and co-conspirator
    Odell Cleveland on April 13, 2013, is representative:
    Q:     And if we could scroll down just a little bit here on page one in
    the transcript, you see there where it’s entered: I got that Lulu
    for your ass, boy? . . . Now, in the context of this conversation,
    do you believe you understand what the word Lulu means,
    based on your training and experience?
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    A:     Yes, ma’am. He’s talking about . . . high quality cocaine.
    Q:     And what is the basis for your opinion that Lulu refers to high
    quality cocaine?
    A:     A lot of times they call powder cocaine a female, that girl, that
    lady, that bitch. So they’re referring to a female when they refer
    to the powder.
    It is well established that “deciphering of coded language is helpful to the
    jury and therefore permissible.” United States v. Hawkins, 
    934 F.3d 1251
    , 1264
    (11th Cir. 2019). Throughout his testimony, agent Lee offered an opinion on a
    variety of terms that were code words for drugs, including “lulu,” “teenager,” “best
    girl in town,” “biscuit head,” “something for the nose,” “gator,” “zip,” and “zone.”
    He also testified about the meaning of terms that referred to the quantity of drugs
    and their price, such as “dubs,” “a G,” “a little two-dollar lick,” “a cookie,” and a
    “ticket,” as well as terms that referred to a drug’s quality, such as “loud,” “French
    fries,” and “straight,” and even terms related to drug sales, such as “coke jewel.”
    This testimony was well within the scope of his expertise and was properly
    admitted. See United States v. Emmanuel, 
    565 F.3d 1324
    , 1336 (11th Cir. 2009).
    In other instances, agent Lee’s testimony went further, discussing the
    meaning of ordinary English words and phrases that came up on the tapes or
    offering opinions based on what certain language meant in the context of the
    investigation. Thus, for example, in regard to a conversation between Perry and
    Dexter Young on April 22, 2013:
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    Q:     Now, early on in that conversation, Agent Lee, Mr. Young
    makes the statement: I ain’t making no money like this and you
    ain’t either, I mean. . . . [T]ell the ladies and gentlemen of the
    jury what you believe that means?
    A:     Again, this is referring to the two ounces that Mr. Young had
    purchased from Mr. Perry and where he couldn’t make it --
    convert it into crack cocaine like he wanted, and that’s when
    Mr. Davenport was called over and they corrected one that we
    talked about earlier. And he’s saying that he’s not messed with
    the other one, so he’s not being able to convert the powder into
    crack, so he’s not making any money.
    And in another instance about a call between Perry and Ross on December 16,
    2013:
    Q:     Mr. Ross says: Got me looking real crazy, man. Do you have an
    understanding of what that means?
    A:     Yes, ma’am. Because his people are putting pressure on him to
    pay them the money. And when I’m saying “he” I’m talking
    about Mr. Ross -- for Mr. Ross to pay his people back their
    money.
    Notably, Perry only objected to the scope of agent Lee’s testimony one time,
    on the third day of his testimony,8 in response to Lee’s testimony about Ross
    looking “real crazy.” Perry’s counsel argued:
    Some of this -- I know he’s an expert in some of the street lingo, but
    some of this goes into the purview of the jury to decide what common,
    common phrases, common parlance means. He[’s] taking away from
    the jury the -- interjecting his thoughts about every single word that
    goes beyond what his expertise is, so I would object to this.
    8
    Lee did not testify for the entirety of each day. Lee was excused on the third day of his
    testimony after testifying about the Georgia wiretap and was recalled later the same day to testify
    about the Florida wiretap.
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    The government responded that “there’s a lot of things that crazy could mean in
    the common parlance, but I’m asking this witness if it has a specific meaning in the
    drug context.” The district court overruled the objection, and instructed the jury
    that “certain witnesses can testify as experts, but it’s for you to determine whether
    to accept their testimony as to what weight to give it.” Perry did not object again
    to the scope of Lee’s testimony.
    At oral argument, Perry conceded that his single objection was insufficient
    to preserve the issue for abuse-of-discretion review and so plain error review
    applies. See Hawkins, 934 F.3d at 1264. Plain error review affords us “only a
    limited power to correct errors that were forfeited.” United States v. Rodriguez,
    
    398 F.3d 1291
    , 1298 (11th Cir. 2005) (internal quotation omitted). A defendant
    must establish three conditions before a court may consider exercising its
    discretion to correct an error: “First, there must be an error that has not been
    intentionally relinquished or abandoned. Second, the error must be plain -- that is
    to say, clear or obvious. Third, the error must have affected the defendant’s
    substantial rights.” Rosales-Mireles v. United States, 
    138 S. Ct. 1897
    , 1904 (2018)
    (internal quotation omitted). To establish that the error affected his substantial
    rights, “the defendant ordinarily must show a reasonable probability that, but for
    the error, the outcome of the proceeding would have been different.” 
    Id.
     at 1904–
    05 (internal quotation omitted). Only after all three conditions are met may the
    20
    USCA11 Case: 16-11358        Date Filed: 09/29/2021     Page: 21 of 52
    court “exercise its discretion to correct the forfeited error if the error seriously
    affects the fairness, integrity or public reputation of judicial proceedings.” 
    Id. at 1905
     (internal quotation omitted); see also Rodriguez, 398 F.3d at 1298.
    Perry has failed to establish plain error. As for the first two prongs of the
    plain error test, we recognize that there are some parts of agent Lee’s testimony
    that were plainly improper -- where he crossed the line from interpreting coded
    drug language to opining about plain language, speculating, summarizing the
    evidence or telling the jury what inferences to draw from the conversations. So,
    for example, in the conversations we just quoted, Lee erroneously translated what
    “real crazy” and “making no money” meant, offering opinions and summarizing
    the evidence in the case, instead of allowing the jury to interpret these plain-
    English phrases on its own. See Hawkins, 934 F.3d at 1266.
    To be sure, this is not the first time a case agent has presented lay and expert
    “dual testimony.” Our Court has long accepted the “well-established rule that an
    experienced narcotics agent may need to testify as an expert to help a jury
    understand the significance of certain conduct or methods of operation unique to
    the drug distribution business.” United States v. Garcia, 
    447 F.3d 1327
    , 1335
    (11th Cir. 2006) (internal quotation omitted). At the same time, we’ve cautioned
    about the “particular difficulties, warranting vigilance by the trial court, [that] arise
    when an expert, who is also the case agent, goes beyond interpreting code words
    21
    USCA11 Case: 16-11358        Date Filed: 09/29/2021     Page: 22 of 52
    and summarizes his beliefs about the defendant’s conduct based upon his
    knowledge of the case.” Emmanuel, 
    565 F.3d at 1335
     (internal quotation omitted).
    In those instances, where “the witness testifies as both a fact witness and an expert
    witness in the same trip to the witness stand,” we’ve advised that “the government
    and the court must take some special precautions to make clear for the jury when
    the witness is relying on his expertise and when he is relying only on his personal
    knowledge of the case.” Hawkins, 934 F.3d at 1268 (internal quotation and
    citations omitted). In this case, the trial court and prosecutor should have taken
    greater care to cabin the case agent’s expert testimony to his areas of expertise and
    to make clear to the jury in what capacity agent Lee was testifying.
    But despite the erroneous admission of this testimony, Perry has not
    established any plain error that affected his substantial rights -- that is, he has not
    met his burden of showing a reasonable probability that, but for agent Lee’s
    challenged testimony, the outcome of the proceeding would have been different.
    See Rosales-Mireles, 
    138 S. Ct. at
    1904–05. In order to establish a reasonable
    probability, “it is the defendant rather than the government who bears the burden
    of persuasion with respect to prejudice.” Rodriguez, 398 F.3d at 1299 (quoting
    United States v. Olano, 
    507 U.S. 725
    , 734 (1993)) (cleaned up). “When an
    appellate court considers error that qualifies as plain, the tables are turned on
    demonstrating the substantiality of any effect on a defendant’s rights; the defendant
    22
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 23 of 52
    who sat silent at trial has the burden to show that his ‘substantial rights’ were
    affected.” United States v. Monroe, 
    353 F.3d 1346
    , 1354 (11th Cir. 2003) (quoting
    United States v. Vonn, 
    535 U.S. 55
    , 62–63 (2002)) (alteration and emphasis
    omitted). We have explained that this burden “is anything but easy” in order to
    enforce the policies that underpin Rule 52(b) generally, “to encourage timely
    objections and reduce wasteful reversals by demanding strenuous exertion to get
    relief for unpreserved error.” Rodriguez, 398 F.3d at 1299 (quoting United States
    v. Dominguez Benitez, 
    542 U.S. 74
    , 82 (2004)). The Supreme Court has labeled
    this burden as “not . . . too easy for defendants.” Dominguez Benitez, 
    542 U.S. at 82
    . Indeed, by objecting in a timely manner, the district court is afforded the
    opportunity to correct any mistake in real time.
    Thus, in United States v. Emmanuel, we held that any improper testimony
    by a case agent did not affect the defendant’s substantial rights. The defendant
    Shervin Emmanuel was arrested and convicted of conspiring to import cocaine into
    the United States, attempting to import cocaine into the United States, possessing
    with intent to distribute cocaine while on board a vessel of the United States, and
    two counts of importing cocaine into the United States. 
    565 F.3d at 1329
    . He
    appealed his convictions, arguing, in part, that there was insufficient evidence to
    support his conviction and that the district court should have excluded opinion
    testimony regarding the meaning of some of the intercepted phone calls. 
    Id.
     at
    23
    USCA11 Case: 16-11358       Date Filed: 09/29/2021   Page: 24 of 52
    1330. As for the sufficiency argument, we explained that the “primary evidence of
    Emmanuel’s participation” in the conspiracy “was his own incriminating
    conversations.” 
    Id. at 1333
    . As we noted, “Emmanuel discussed drug payments,
    plans to ship large amounts of cocaine to Florida, the availability of drug
    smuggling ships, and security for the smuggling operations,” which was
    “corroborated by seizures of drugs and drug money.” 
    Id.
     Further, there was also
    testimony from co-conspirators about Emmanuel. 
    Id.
    Turning to the opinion testimony of the case agent, Sergeant Wayne
    Woodside, we noted that Woodside was offered as an expert in interpreting drug
    codes and jargon used during the intercepted calls. 
    Id. at 1335
    . We explained that
    “[m]ost of Sergeant Woodside’s testimony was specific and closely related to his
    interpretation of drug codes and jargon,” which was properly admitted. 
    Id. at 1336
    . For example, he properly interpreted the following code words:
    “two dollars” means $2,000; “D Boys” means agents from the Drug
    Enforcement Administration; “scanner” means wiretap; “movements”
    means law enforcement activities; “girls” means cocaine; “pouring
    that concrete” means exchange of the cocaine; “a check for $300”
    means 300 kilos of cocaine; and “for them to find the girls with this
    guy, they got to pick him out of the water, and, you know, and cut”
    means they have to take the boat out of the water and cut it up to find
    the cocaine.
    
    Id.
     Although we found that some of Sergeant Woodside’s testimony was not
    specific to his expertise, we held that any such testimony did not affect
    Emmanuel’s substantial rights because of the district court’s instruction to the jury
    24
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 25 of 52
    to determine “whether the testimony is credible,” as well as the fact that the
    primary evidence against Emmanuel were the intercepted calls. As we explained,
    Even if none of Sergeant Woodside’s expert testimony was
    admissible, the jury could have easily interpreted the recorded
    conversations as involving drugs based on other evidence in the case,
    including actual seizures of drugs and drug money and testimony from
    coconspirators. Considering the substantial evidence against
    Emmanuel, Sergeant Woodside’s opinion testimony that went beyond
    interpreting drug codes and jargon was merely cumulative and was
    not essential to the jury’s verdict.
    
    Id.
    By contrast, in United States v. Hawkins, a panel of this Court vacated the
    convictions of defendants James Hawkins and Wallace McCree for conspiracy to
    distribute cocaine and related offenses because the government’s chief investigator
    was offered and admitted as an expert in drug code words, but his testimony
    included summaries of evidence, interpretations of plain language, and inferences
    drawn from the evidence. 934 F.3d at 1264–69. The investigator was “the
    principal prosecution witness” and testified for more than half of the trial. Id. at
    1267. The panel also stressed that the investigator was the only witness who
    testified about Hawkins, and that without the investigator’s testimony, “there
    would not have been sufficient evidence to convict Hawkins on any of the counts
    against him.” Id. The panel concluded, there could “be no doubt that [the
    investigator’s] improper testimony affected the outcome of the trial.” Id. The
    Hawkins panel did not discuss the tapes themselves in any detail, leaving us
    25
    USCA11 Case: 16-11358          Date Filed: 09/29/2021       Page: 26 of 52
    without any insight as to why they were not evidence of Hawkins’s guilt in their
    own right. Thus, the government’s case turned exclusively on the investigator’s
    improper testimony.
    We begin with the obvious: “each case must be decided on its own facts.”
    United States v. Smith, 
    967 F.3d 1196
    , 1208 (11th Cir. 2020) (quoting United
    States v. Carcione, 
    272 F.3d 1297
    , 1301 n.6 (11th Cir. 2001)); see also Ker v.
    California, 
    374 U.S. 23
    , 33 (1963) (“Each case is to be decided on its own facts
    and circumstance.”) (internal quotation omitted); United States v. Rogers, 
    701 F.2d 871
    , 874 n.3 (11th Cir. 1983) (same). This is especially true for plain error review,
    which “depends upon the particular facts and circumstances of each case.” United
    States v. Duke, 
    527 F.2d 386
    , 391 (5th Cir. 1976); see also Lloyd v. United States,
    
    412 F.2d 1084
    , 1087 (5th Cir. 1969) (“This being the case, we cannot hold, in the
    particular circumstances of this case, that the Court's instructions regarding the
    statutory inference [were] plain error.”).9 Neither the panel in Emmanuel nor the
    one in Hawkins faced the same set of facts we face today. However, a thorough
    review of the ample record here leads us to the conclusion that this case is more
    similar to Emmanuel than Hawkins.
    9
    In Bonner v. City of Prichard, 
    661 F.2d 1206
    , 1209 (11th Cir. 1981) (en banc), this court
    adopted as binding precedent all decisions of the former Fifth Circuit handed down before
    October 1, 1981.
    26
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 27 of 52
    For one thing, just as in Emmanuel, the district court instructed the jury -- on
    multiple occasions -- about how it could evaluate agent Lee’s opinion testimony.
    The first instruction was given on the second day of trial after the government
    tendered agent Lee as an expert witness. The court explained that “with regard to
    all witnesses, an expert witness, as with any other witness, it’s up to you to
    determine what credibility or weight to give to a witness’s testimony.” Next, the
    court repeated this instruction after Perry’s attorney objected to agent Lee’s
    testimony as invading the province of the jury. In overruling the objection, the
    court explained that “certain witnesses can testify as experts, but it’s for you to
    determine whether to accept their testimony as to what weight to give it. So you
    are able to evaluate that as to whether it satisfies you or whether there’s other
    reasons that you cannot.” Finally, the court gave the instruction anew as part of the
    closing instructions. It began with instructions about the treatment of testimony
    generally: “Now, in saying that you must consider all of the evidence, I do not
    mean that you must accept all of the evidence as true or accurate. You should
    decide whether you believe what each witness had to say and how important that
    testimony was.” Then, the court instructed the jury on the treatment of expert
    testimony specifically:
    When a scientific, technical, or other specialized knowledge might be
    helpful, a person who has special training or experience in that field is
    allowed to state an opinion about the matter.
    27
    USCA11 Case: 16-11358       Date Filed: 09/29/2021   Page: 28 of 52
    However, that does not mean you must accept the witness’s opinion.
    As with any other witness’s testimony, you must decide for yourself
    whether to rely upon that opinion.
    The jury was reminded of its ability to critically assess the expert testimony by the
    defense counsel as well. These instructions clearly informed the jury that agent
    Lee’s testimony need not be accepted. Emmanuel, 
    565 F.3d at 1336
    .
    The intercepted calls -- all 100 of them -- were appropriately admitted into
    the record for the jury to consider; indeed, they formed the guts of the
    prosecution’s case, along with the other evidence presented at trial. See 
    id. at 1336
    . These intercepted phone calls included recordings of Perry himself offering
    a man “the best girl in town”; discussing “that Lulu” with co-conspirator Odell
    Cleveland; telling Dexter Young that he would send someone to help “wash one of
    them dogs”; sending Davenport to go “get that thang to do what it wanted to do” in
    exchange for $50; negotiating the price for “something for the nose” with two
    potential customers; agreeing to give his son “one of them balls” for his “little coke
    jewel”; offering “two balls” for resale; discussing “real biscuit heads” with his
    brother; pitching “3 big girls” to a potential customer; straightening out
    underweight sales for dissatisfied customers; and discussing sales, collecting
    money, and “putting that tape” around something for his Miami supplier, Ross.
    The jury was readily able to infer from these conversations that Perry was
    engaged in one or more illicit drug transactions. Many of them used code words
    28
    USCA11 Case: 16-11358        Date Filed: 09/29/2021    Page: 29 of 52
    for drugs, but others explicitly referred to drugs. As we’ve already noted, on one
    occasion co-conspirator Brandon Perry told Eddie Lee Perry about his “little coke
    jewel.” On another occasion, Perry discussed the price of the product “if he’s just
    gonn[a] use it for the nose,” a phrase that was repeated in another call by a
    customer who asked Perry for “something for the nose.” And in still another
    conversation Davenport told Perry he had been in a car with “three halves and . . .
    some powder.” The jury didn’t need agent Lee to translate those words because
    they were not coded nor inferential. A “little coke jewel” left little for the jury to
    speculate about, as did Perry’s observation that he was “gonn[a] use it for the
    nose.” And Davenport’s reference to “some powder” being found in Washington’s
    car also left little to the imagination. The jury surely could infer that these
    references to “coke,” to “powder,” and to something to be used “in the nose” did
    not refer to baking soda, sugar, cosmetics, or a nasal spray. Even Perry appears to
    accept -- or at least not dispute -- that most of the recorded cell phone calls were
    properly introduced into evidence. Perry has not begun to explain, much less meet
    his burden to show, how the language in the phone calls did not give the jury a
    sufficient basis to find, beyond a reasonable doubt, that he knowingly and willfully
    participated in the charged narcotics conspiracy.
    And, importantly, the phone calls are not the only evidence establishing a
    broad narcotics conspiracy in this record. Just as in Emmanuel, Perry’s intercepted
    29
    USCA11 Case: 16-11358       Date Filed: 09/29/2021     Page: 30 of 52
    phone calls were “corroborated by seizures of drugs and drug money.” Emmanuel,
    
    565 F.3d at 1333
    . Among other things, the government specifically tied many of
    the intercepted calls involving Perry and the other co-conspirators to extrinsic
    evidence seized during three separate drug transactions -- physical evidence that
    Perry has not sought to exclude. In the process, the government has substantially
    corroborated that the intercepted phone calls involved discussions about the
    narcotics transactions charged in the multi-count indictment.
    For one thing, the government introduced calls from May 2013 between
    Perry and co-conspirator Davenport about getting in touch with Vert Washington
    and purchasing cocaine for resale from him in the immediate days before the
    seizure of 6.59 grams of crack cocaine and less than a gram of powder cocaine
    from Washington’s car on May 16. The government connected this event to a call
    between co-conspirators Perry and Davenport on May 17, the day after the seizure,
    in which they discussed the lost cocaine. Davenport explained that he and
    Washington were stopped by the police and he referenced that “three halves and . .
    . some powder” were taken from the car.
    The jury was also presented with numerous other calls between Davenport
    and Perry in which the two used coded language such as “jumping out the pot” and
    “ha[ving] one off in the mug” and several numbers. The jury would have
    recognized from agent Lee’s expert testimony that these terms related to the
    30
    USCA11 Case: 16-11358      Date Filed: 09/29/2021   Page: 31 of 52
    production of crack cocaine. Although these calls did not relate to the incident
    with Vert Washington, they also illuminate the involvement of Davenport and
    Eddie Lee Perry in the production and distribution of crack cocaine. The jury
    could readily find that Davenport and Perry were not just some unlucky bystanders
    to the seizure of drugs from Washington’s car.
    Second, and wholly distinct from the first extrinsic act, the government
    introduced two calls between Perry and Darnel Anderson, also from May 2013,
    when Anderson requested a delivery from Perry, and tied these calls to Perry’s
    visit to Anderson at a car wash in Cairo. As officer Pearson testified, Perry met
    with Darnel Anderson “just moments” before other officers arrived to arrest
    Anderson and subsequently seized almost 100 grams of crack cocaine from
    Anderson after he fled the car wash.
    Third, the prosecution introduced several other calls several months later (in
    December 2013) between Perry and Ross when they discussed Perry’s efforts to
    repay Ross for drugs he had been supplied. Thus, for example, in one call on
    December 22, 2013, Ross told Perry that Ragin was on his way to collect the
    money, and Perry told Ross that he was “putting that tape around” it. Officer
    Pearson and officer Bruce Womble both testified that on December 22, they saw
    Ragin’s car parked in front of Perry’s home. Thereafter, again on the same day,
    Ragin was stopped by the police on his way back to Florida carrying $18,870 in
    31
    USCA11 Case: 16-11358           Date Filed: 09/29/2021      Page: 32 of 52
    cash wrapped together in tape in his car, and an additional $840 in cash on his
    person.10 The government also introduced intercepted phone calls between Ragin
    and Ross after Ragin was stopped by the police, calls in which Ragin and Ross
    discussed false exculpatory explanations for why Ragin was carrying so much
    cash. Moreover, Ragin told Ross that “they watching that . . . house,” referring to
    Perry’s house where the two men had met earlier that day. The next day, Ross
    called Perry back to describe the cash seizure and warn Perry to “keep [his] eyes
    open” and “look[] out.”
    By tying Perry’s own phone calls to the arrests of some of his co-
    conspirators and to the seizure of money and drugs from some of them, the
    government supplied ample corroborative evidence that Perry was a knowing and
    willful participant in the drug conspiracy. No such corroborative evidence
    apparently existed in Hawkins.
    Still further, the government introduced relevant 404(b) evidence --
    completely independent of agent Lee’s opinion testimony -- that Perry had
    previously been involved in a multi-year cocaine trafficking operation in the same
    geographic area as the events that transpired in this case. The stipulation was read
    to the jury and explained that, for some eight years and three months (from on or
    about January 1, 1996 to April 3, 2004), Perry had been involved in distributing
    10
    Agent Lee testified that in 2013, a kilo of powder cocaine was worth $36,000 to $38,000.
    32
    USCA11 Case: 16-11358       Date Filed: 09/29/2021   Page: 33 of 52
    multi-ounce quantities of crack cocaine in the Cairo, Georgia area. The stipulation
    also described the controlled buy of powder and crack cocaine by an officer from
    Perry.
    This was powerful evidence for the jury to consider as evidence of Perry’s
    “motive, opportunity, intent, preparation, plan, knowledge, identity, absence of
    mistake, or lack of accident.” Fed. R. Evid. 404(b)(2). Perry pleaded not guilty to
    the conspiracy charge in this case and a “defendant who enters a not guilty plea
    makes intent a material issue which imposes a substantial burden on the
    government to prove intent, which it may prove by qualifying Rule 404(b)
    evidence.” United States v. Edouard, 
    485 F.3d 1324
    , 1345 (11th Cir. 2007); see
    also United States v. Barrington, 
    648 F.3d 1178
    , 1186 (11th Cir. 2011). When
    “extrinsic act evidence is offered to prove intent, ‘its relevance is determined by
    comparing the defendant’s state of mind in perpetrating both the extrinsic and
    charged offenses.’” Barrington, 
    648 F.3d at 1186
     (citation omitted). Here, the
    404(b) evidence was relevant to the conspiracy case as the government alleged that
    Perry was again knowingly and willfully involved in a multi-year conspiracy to
    distribute cocaine. No such 404(b) evidence was presented in the Hawkins case.
    United States v. Ramirez, 
    426 F.3d 1344
     (11th Cir. 2005) is illustrative of
    how 404(b) evidence may provide such a supportive function. In Ramirez, the
    defendant was convicted of conspiracy to possess with intent to distribute cocaine
    33
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 34 of 52
    after being arrested by the United States Navy in a flagless, go-fast boat off the
    coast of Colombia. 
    Id. at 1348
    . On appeal, the defendant challenged the
    admission of evidence related to his prior arrest, which occurred “in connection
    with an incident involving a stranded, flagless, go-fast boat off the coast of
    Colombia with four other crewmen and a substantial amount of cocaine floating in
    the water.” 
    Id.
     We rejected his argument that the 404(b) evidence was improperly
    admitted: “Although the presence of [the defendant] and one of his codefendants in
    the same place at the same time under similar circumstances in 2000 does not
    conclusively establish that they met, the evidence makes such a meeting appear
    more probable.” 
    Id. at 1354
    . The 404(b) evidence was probative of the
    defendant’s “criminal intent because it makes it appear more probable that he knew
    of the object of the charged conspiracy.” 
    Id.
     As we noted, “[t]he similarity of
    circumstances in which [the defendant] found himself, apprehended off the
    Colombian coast in a flagless, go-fast boat surrounded by large quantities of
    cocaine is highly probative of his criminal intent.” 
    Id.
     We further explained that a
    “similarity between the other act and a charged offense will make the other offense
    highly probative with regard to a defendant’s intent in the charged offense.” 
    Id.
    Here too, there is a “similarity of circumstances” between Perry’s earlier
    involvement in a multi-year drug distribution scheme and Perry’s frequent
    conversations with co-conspirators who were tied to crack cocaine or large sums of
    34
    USCA11 Case: 16-11358       Date Filed: 09/29/2021   Page: 35 of 52
    cash. All of this evidence bore on Perry’s intent. It surely was not lost on the jury
    that Perry had taken part, for a very extended period of time, in illegal drug
    transactions involving the same controlled substances and in the same geographic
    area. The jury could properly determine, in light of the 404(b) evidence, that Perry
    did not accidentally happen to regularly speak and interact with the co-conspirators
    involved in the extrinsic events, but was instead a knowing player.
    In short, there was more than enough evidence here to convict Perry of the
    charged crimes without consideration of any of the improper opinion testimony
    taken from agent Lee. Perry argues nevertheless that agent Lee’s testimony “was
    the only evidence the[ jury] had,” but this ignores the independent corpus of
    evidence, which included the extensive raw audio tracks (and transcripts of those
    recorded conversations) setting forth the nature and extent of the elaborate
    narcotics conspiracy, the seizures of drugs and money from co-conspirators who
    contemporaneously interacted with Perry and later discussed those seizures with
    him, and Perry’s criminal history involving similar drug offenses. Further, under
    our analysis in Emmanuel, we may consider agent Lee’s proper testimony --
    including his translations of the coded language in the conversations -- which
    provides substantial evidence of Perry’s involvement in the drug crimes.
    Emmanuel, 
    565 F.3d at 1336
    . Indeed, Perry makes no argument that agent Lee
    misapprehended the coded language repeatedly used in many phone calls and says
    35
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 36 of 52
    nothing at all about the explicit references in the taped conversations to “coke
    jewel,” “powder,” and something “for the nose.” Thus, considering this entire
    record, the jury could reasonably infer that the coded conversations involved illicit
    drug agreements and that, beyond a reasonable doubt, Perry was guilty of the
    various drug offenses.
    Faced with this evidential foundation, Perry has done little to refute the
    conclusion (as he must) that there is a reasonable probability that, absent agent
    Lee’s challenged testimony, the outcome would have been different. In other
    words, he has not convinced us that a substantial uncertainty exists, and, in any
    event, “[u]ncertainty works against reversal.” United States v. Iriele, 
    977 F.3d 1155
    , 1177 (11th Cir. 2020). To put it simply, Perry must make “a specific
    showing of prejudice,” Olano, 
    507 U.S. at 735
    , but he has failed to do so by not
    addressing the entire corpus of evidence, much less explaining how the remaining
    record evidence was somehow insufficient to convict him. Because Perry has not
    met his “heavy” burden, he has not established plain error. See United States v.
    Rodriguez, 
    627 F.3d 1372
    , 1382 (11th Cir. 2020).
    Moreover, Perry has not met (as he must) the final condition of plain error
    review, which requires a showing that the error seriously affected the fairness,
    integrity, or public reputation of judicial proceedings such that we should exercise
    our discretion to correct it. See Iriele, 977 F.3d at 1180; United States v.
    36
    USCA11 Case: 16-11358        Date Filed: 09/29/2021    Page: 37 of 52
    Hernandez, 
    906 F.3d 1367
    , 1370 (11th Cir. 2018). This too is “a case-specific and
    fact-intensive inquiry,” and may involve a determination of “the amount of
    evidence incriminating the defendant, regardless of the error.” Hawkins, 934 F.3d
    at 1267–68 (internal quotation omitted). Indeed, the purpose of this final element
    “is to analyze whether a reasonable citizen would bear a rightly diminished view of
    the judicial process and its integrity if the court refused to correct the alleged
    error.” Id. at 1268 (cleaned up and internal quotation omitted).
    We are not convinced that a reasonable citizen would be so disappointed
    here. As we’ve detailed at length, there was sufficient evidence of Perry’s
    knowing and willful involvement in a long-term drug conspiracy without any
    reference to Lee’s improper testimony. See Emmanuel, 
    565 F.3d at 1336
    . It’s also
    worth noting that Perry easily could have avoided his current predicament by
    making specific objections to put the trial court on notice of any problematic
    testimony, as one regularly does during a trial, and thereby afford the court an
    opportunity to correct any error in a timely fashion. Instead, we find ourselves in a
    situation where there was more than enough evidence to convict the defendant of
    the charged drug conspiracy, yet the defendant asks us now -- at the tail end of a
    long day -- to overturn his verdict by challenging some of the very evidence that he
    passively listened to and that supported the already-fulsome record against him.
    As we see it, the public’s view of the judicial process is served best in this case by
    37
    USCA11 Case: 16-11358       Date Filed: 09/29/2021   Page: 38 of 52
    recognizing the strength of the evidence before us and upholding the jury’s verdict.
    We do not encounter a defendant’s single malfeasance, misinterpreted signal, or
    fabricated scheme. Rather, there are roughly 100 phone calls that demonstrate
    Perry’s planning of and participation in a cocaine conspiracy that spanned several
    years and involved many co-conspirators. All of this is to say that Perry’s
    challenge to some of agent Lee’s testimony “has not undermined our confidence in
    the outcome” of his trial, and we decline to exercise our discretion to recognize the
    error in this case. Iriele, 977 F.3d at 1180; see also Olano, 
    507 U.S. at 736
    (directing courts of appeal to exercise their discretion under the fourth condition of
    plain error review when the challenged error represents a “miscarriage of justice”).
    There was no miscarriage of justice in this case.
    We do not reach this conclusion lightly. We recognize the dangers our
    Court identified in Hawkins that can result from the admission of impermissible
    opinion testimony, including that
    it confers upon the agent an aura of special reliability and
    trustworthiness; that the agent could stray from applying reliable
    methodology and convey to the jury the witness’s sweeping
    conclusions about appellants’ activities; and that the jury could
    conflate the witness’s expert and fact witness testimony. And as noted
    in Emmanuel, such expert testimony may unfairly provide the
    government with an additional summation by having the expert
    interpret the evidence, and may come dangerously close to invading
    the province of the jury.
    38
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 39 of 52
    Hawkins, 934 F.3d at 1266 (internal quotation and citations omitted). We repeat
    that the trial court must carefully perform its gatekeeping function in evaluating the
    admissibility of an expert’s opinion testimony. We underscore, however, that it
    remains the duty of litigators to object contemporaneously when offending
    testimony is offered so that the trial court will have the opportunity to exercise its
    critical gatekeeping function when it matters most. Plainly, Perry failed to do so in
    this case and he has not satisfied the demanding burden inherent in plain error
    review.
    B.
    Perry’s other arguments similarly do not warrant reversing his convictions.
    Perry claims that the district court abused its discretion by admitting recordings of
    cellular phone calls, which included out-of-court statements made by third parties
    who were not called to testify at trial. When the government offered the tapes into
    evidence, Perry’s counsel objected, only at the highest order of generality, that
    some of the admitted calls involved “parties who are not here,” and that this
    created a hearsay problem. The district court explained that the parties were
    required to object when the conversations “specifically arise for presentation.”
    Later in the trial, however, Perry only objected to the government’s
    introduction of one phone call between Perry and Dexter Young on April 18, 2013,
    when Young stated that “he’s having problems washing his dogs.” Agent Lee
    39
    USCA11 Case: 16-11358      Date Filed: 09/29/2021     Page: 40 of 52
    interpreted this comment to mean that Young was having a problem converting
    powder cocaine into crack cocaine. The government argued that the comment was
    not hearsay because Perry participated in the conversation. The district court
    agreed. Again, we review evidentiary rulings for abuse of discretion. United
    States v. Joseph, 
    978 F.3d 1251
    , 1263 n.12 (11th Cir. 2020).
    In United States v. Rivera, 
    780 F.3d 1084
    , 1087 (11th Cir. 2015), a
    defendant challenged the admission of tape-recorded conversations between
    himself and a third party. We rejected the challenge, explaining that the hearsay
    rule “does not operate to exclude, wholesale, remarks made by another participant
    to the conversation, merely because those remarks occurred outside the
    courtroom.” 
    Id. at 1092
    . If it did, “it would mean that, except for the criminal
    defendant against whom the statements are being admitted, the voice of any other
    participant to the taped conversation would have to be removed.” 
    Id. at 1091
    . The
    jury would hear “only a soliloquy by the defendant, with no knowledge of the
    substance of any comments by others to whom the defendant was responding.” 
    Id.
    Unable to learn the context of a defendant’s comments would generally leave the
    jury unable “to make much sense of a defendant’s statements.” 
    Id.
    Here, Perry concedes (as he must) that his own statements in the recordings
    were admissible under Federal Rule of Evidence 801(d)(2)(A) as statements of a
    party-opponent. And, just as in Rivera, we cannot say that Young’s statements
    40
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 41 of 52
    ought to have been removed. For one thing, the inclusion of Young’s statements
    was necessary for the jury to fully understand Perry’s statements. 
    Id.
     at 1092–93.
    Put another way, Young’s statements did not amount to hearsay. “Generally, an
    out-of-court statement admitted to show its effect on the hearer is not hearsay.” 
    Id.
    at 1092 (citing United States v. Cruz, 
    805 F.2d 1464
    , 1478 (11th Cir. 1986)).
    “Likewise, out-of-court declarations that are more in the nature of an order or a
    request and that, to a large degree, are not even capable of being true or false are
    also not hearsay.” 
    Id.
     (internal quotation omitted and alteration accepted). In the
    call Perry objected to, Young made two requests for Perry’s assistance: “I was
    going [to] ask ya . . . you know the dude I mean you know the people you be
    getting to wash your dogs for you,” and “I was gonna see could uh could they do
    one for me man cause I tried to wash one of them dogs last night man I couldn’t do
    nothing with that dog man.” Young made two additional comments in the same
    phone call about his difficulties “wash[ing] that dog.” These statements were
    offered to show their effect on Perry, who told Young he would send help Young’s
    way: “I’ll hit him and tell him to swing your way I’ll tell him to give you a call
    know what I’m saying.” Without hearing Young’s side of the conversation,
    Perry’s statements would have been rendered meaningless.
    For the first time on appeal, Perry also objects to 50 additional conversations
    that were received into evidence, including others that involved Young. Perry
    41
    USCA11 Case: 16-11358        Date Filed: 09/29/2021    Page: 42 of 52
    claims that it was not necessary for defense counsel to make the same objection to
    the remaining conversations because the court had already made its ruling about
    one of them. We disagree. We repeat that Perry was required to raise specific
    objections to specific questions and specific answers as they were offered, and, by
    failing to do so, we are left to review the remainder of the phone calls only for
    plain error. United States v. Melgen, 
    967 F.3d 1250
    , 1260 (11th Cir. 2020).
    Moreover, even on appeal, Perry has lodged only a blanket objection to these calls,
    again only arguing at the highest order of abstraction, and without showing how
    the third-party statements were hearsay, how they may have affected his
    substantial rights, or how all of this might have affected the fairness of his trial.
    This does not establish plain error, and it remains his burden to do so. Among
    other things, it is not at all apparent to us how these offered statements amounted
    to hearsay or ultimately, how the outcome of the trial would have been different if
    portions of these calls had been redacted. We can find no plain error in the
    admissibility of the third-party statements in these intercepted phone calls.
    Perry also argues that the district court erred by admitting under Rule 404(b)
    any evidence of the factual circumstances surrounding Perry’s prior federal
    conviction for conspiring to possess with intent to distribute cocaine. We review
    the admission of 404(b) evidence for abuse of discretion. United States v. Green,
    
    873 F.3d 846
    , 857 (11th Cir. 2017).
    42
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 43 of 52
    As we’ve seen, the proffered Rule 404(b) evidence against Perry arose from
    a 2005 guilty plea entered in the federal district court in the Middle District of
    Georgia. Perry admitted to conspiring to possess with intent to distribute cocaine
    and stipulated that he had been involved in the distribution of crack and powder
    cocaine in the Cairo, Georgia area from 1996 through 2004. The government
    moved to introduce the underlying facts supporting this conviction in order to
    establish Perry’s intent in this case. The district court concluded that the probative
    value of the evidence was not outweighed by the danger of unfair prejudice. But in
    order to limit any perceived prejudice, the court directed the parties to limit the
    admitted statement.
    Rule 404(b) provides that evidence of prior crimes, wrongs, or acts may be
    admissible to prove “motive, opportunity, intent, preparation, plan, knowledge,
    identity, absence of mistake, or lack of accident.” Fed. R. Evid. 404(b)(2). We
    have long employed a three-part test to determine admissibility. First, “the
    evidence must be relevant to an issue other than the defendant’s character”;
    second, “the act must be established by sufficient proof to permit a jury finding
    that the defendant committed the extrinsic act”; and finally, “the probative value of
    the evidence must not be substantially outweighed by its undue prejudice.” Holt,
    777 F.3d at 1266 (quoting United States v. McNair, 
    605 F.3d 1152
    , 1203 (11th Cir.
    43
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 44 of 52
    2010)); see also United States v. Jernigan, 
    341 F.3d 1273
    , 1280 (11th Cir. 2003).
    Perry’s argument on appeal focuses exclusively on the third requirement.
    As we have previously explained, “a not guilty plea in a drug conspiracy
    case makes intent a material issue and opens the door to admission of prior drug-
    related offenses as highly probative, and not overly prejudicial, evidence of a
    defendant’s intent.” Holt, 777 F.3d at 1266 (quoting United States v. Smith, 
    741 F.3d 1211
    , 1225 (11th Cir. 2013)). Perry concedes as much, but then argues that
    his case is different because of the quantity of drugs involved and the length of
    time mentioned in the stipulation. However, Perry does not point to any case law
    or offer any persuasive reason why these facts would be unduly prejudicial.
    Indeed, the similarities between the facts surrounding the prior conviction and the
    conspiracy charge in this case arguably make it highly probative. See Ramirez,
    
    426 F.3d at 1354
    .
    Perry also argues that the stipulation included “extraneous facts,” which
    were not part of the government’s theory in this case. Thus, for example, the
    stipulation informed the jury that Perry kept drug paraphernalia, such as baggies
    and a scale, while no such paraphernalia was recovered from Perry in this case.
    Perry says that this posed a risk of “undue confusion.” However, we cannot say
    that the trial court abused its considerable discretion in concluding that the any risk
    of undue prejudice outweighed the probative value of the evidence. Furthermore,
    44
    USCA11 Case: 16-11358          Date Filed: 09/29/2021       Page: 45 of 52
    any risk of undue prejudice was reduced by the redaction of any reference in the
    stipulation to Perry’s actual conviction or his guilty plea. Also removed from the
    stipulation of facts was the observation that Eddie Lee Perry was an organizer,
    leader, or supervisor of the criminal activities and that Perry’s co-conspirator and
    co-defendant, Joseph Davenport, was also involved.
    Finally, the district court gave the jury repeated limiting instructions about
    the proper way to consider 404(b) evidence, which further reduced the risk of
    undue prejudice. 11 See Ramirez, 
    426 F.3d at 1354
    . The court gave a limiting
    instruction both before reading the stipulation and after. It also gave the jury a
    limiting instruction at the close of the case. The court explained:
    During the trial you heard evidence of acts allegedly done by the
    defendant on other occasions that may be similar to acts the defendant
    is currently charged with. You must not consider any such evidence
    to decide whether the defendant committed the acts charged now, but
    you may consider this evidence for other limited purposes.
    If other evidence leads you to decide beyond a reasonable doubt that
    the defendant committed the charged acts, you may consider evidence
    of similar acts done on other occasions to decide whether the
    defendant had the . . . state of mind or intent necessary for the crime
    charged, acted according to a plan, or to prepare to commit a crime, or
    committed the charged acts by accident or mistake.
    11
    The jury heard this limiting instruction again when the government introduced the 404(b)
    evidence against Ragin. The district court acknowledged that the jury had heard the instruction
    before, explaining that “I don’t want to appear to be repetitive, members of the jury, but it’s
    important that you understand,” and went on to repeat the limiting instruction and explain the
    reasons behind it. We are confident that the jury was informed and understood how to properly
    consider the stipulation.
    45
    USCA11 Case: 16-11358          Date Filed: 09/29/2021       Page: 46 of 52
    With respect to any evidence presented alleging a defendant
    committed other crime, wrongs, or acts on an occasion not charged in
    the indictment, you are instructed that to the extent, if any, you find
    such evidence -- rather, that you find such crimes, wrongs, or acts
    established by the evidence you may consider such other evidence
    only as to that defendant.
    Perry does not argue that these instructions were inaccurate or insufficient in
    any way, and they were not. We presume that jurors follow the instructions given
    by the district court. United States v. Almanzar, 
    634 F.3d 1214
    , 1222 (11th Cir.
    2011). On this record, the district court did not abuse its discretion admitting some
    of the facts surrounding Perry’s prior drug conviction.
    III.
    Ragin raises two claims on appeal,12 neither of which warrant reversal.
    First, Ragin argues that the district court should not have considered the drugs and
    12
    In Ragin’s opening brief, he also claims to adopt “the issues and arguments, and citations to
    the record of his co-defendants and co-appellants.” However, this statement is inadequate to
    adopt Perry’s arguments on appeal in this case. Eleventh Circuit rules provide that a party may
    adopt by reference any part of the brief of another party pursuant to Federal Rule of Civil
    Procedure 28(i) by “includ[ing] a statement describing in detail which briefs and which portions
    of those briefs are adopted.” 11th Cir. R. 28-1(f). Ragin’s blanket statement of adoption does
    not do so. Nor could it -- Ragin’s brief was filed in August 2017, almost two years before
    Perry’s brief. Moreover, Perry’s arguments on appeal -- concerning how the admission of agent
    Lee’s testimony, of telephone call transcripts, and of Perry’s Rule 404(b) evidence affected
    Perry’s convictions -- are all specific to Perry’s case on appeal, and we cannot resolve them
    without Ragin explaining how those issues would apply to him. See United States v. Khoury,
    
    901 F.2d 948
    , 963 n.13 (11th Cir.), opinion modified on denial of reh’g, 
    910 F.2d 713
     (11th Cir.
    1990) (holding that one party cannot adopt the arguments of another party on appeal when the
    “the fact-specific nature of [the argument on appeal] requires independent briefing if we are to
    reach the merits”). Therefore, we construe Ragin’s brief as having addressed only those issues
    that he independently raised.
    46
    USCA11 Case: 16-11358           Date Filed: 09/29/2021       Page: 47 of 52
    firearms found in his residence during his arrest on September 23, 2014, as
    “relevant conduct” during sentencing. He claims that because his arrest fell
    outside the timeline detailed in the indictment (which charged a conspiracy
    beginning on or about January 1, 2010, and continuing until on or about December
    31, 2013), and because the details of the arrest were admitted only as 404(b)
    evidence at trial, the district court should not have taken it into consideration when
    calculating his Guidelines sentencing range. The district court found Ragin had a
    total offense level of 34, which included the drugs recovered from his home and a
    two-level enhancement for possession of a firearm.
    We review the district court’s factual findings about relevant conduct only
    for clear error.13 United States v. Maddox, 
    803 F.3d 1215
    , 1220 (11th Cir. 2015).
    “We will reverse only if we find that the district court clearly erred in considering
    as part of the same course of conduct or part of a common scheme or plan as the
    13
    The government argues that the two aspects of the 404(b) evidence -- the drugs and the
    firearms -- must be reviewed separately because Ragin did not object to the district court’s
    application of the two-level enhancement for possessing dangerous weapons. At the sentencing
    hearing, Ragin objected to the district court’s consideration of “the drugs that were found at his
    house” as relevant conduct. Although Ragin did not object specifically to the firearms, the
    government brought them to the court’s attention, explaining: “[T]he firearms were located at the
    same time as these quantities of narcotics in September of 2014. So although nobody stated that
    specifically, I think that if the Court were to find that those contents of the residence were not
    properly to be considered, that might also impact the two points for the gun.” We review an
    “unpreserved error for plain error when the defendant has failed to preserve the issue by
    unambiguously flagging the mistake and contemporaneously objecting.” United States v.
    Margarita Garcia, 
    906 F.3d 1255
    , 1263 (11th Cir. 2018). Ragin’s objection to the evidence
    related to his 2014 arrest, and the government’s clarification that the guns were part of that
    evidence, mean the issue was “unambiguously flagg[ed]” for the district court to consider. 
    Id.
    47
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 48 of 52
    count of conviction conduct which exists in discrete, identifiable units apart from
    the offense of conviction.” United States v. Maxwell, 
    34 F.3d 1006
    , 1011 (11th
    Cir. 1994) (internal quotation omitted).
    At sentencing, the district court will calculate a defendant’s total offense
    level by considering “all relevant conduct attributable to the defendant.” Maddox,
    803 F.3d at 1221. Under section 1B1.3 of the Sentencing Guidelines, relevant
    conduct includes “all acts and omissions committed, aided, abetted, counseled,
    commanded, induced, procured, or willfully caused by the defendant” -- as well as
    all “reasonably foreseeable” acts and omissions of others “in furtherance of”
    jointly undertaken criminal activity -- “that were part of the same course of
    conduct or common scheme or plan as the offense of conviction.” U.S.S.G. §
    1B1.3(a)(1), (2); see also id. § 1B1.3, cmt. n.3. “For two or more offenses to
    constitute part of a common scheme or plan, they must be substantially connected
    to each other by at least one common factor, such as common victims, common
    accomplices, common purpose, or similar modus operandi.” Id. § 1B1.3, cmt.
    n.5(B)(i).
    Moreover, the district court must consider whether “there are distinctive
    similarities between the offense of conviction and the remote conduct that signal
    that they are part of a single course of conduct rather than isolated, unrelated
    events that happen only to be similar in kind.” United States v. Siegelman, 786
    48
    USCA11 Case: 16-11358           Date Filed: 09/29/2021      Page: 49 of 
    52 F.3d 1322
    , 1333 (11th Cir. 2015) (quoting United States v. Valladares, 
    544 F.3d 1257
    , 1268 (11th Cir. 2008)). Relevant conduct need not be included in the
    indictment -- a district court may consider uncharged conduct if it finds that the
    government proved the conduct by a preponderance of the evidence. See United
    States v. Culver, 
    598 F.3d 740
    , 752 (11th Cir. 2010); United States v. Hamaker,
    
    455 F.3d 1316
    , 1336 (11th Cir. 2006).
    Here, the district court properly considered the drugs and firearms found at
    Ragin’s residence during his arrest. At trial, the officer who searched Ragin’s
    residence testified about the discovery of drugs and firearms. The district court
    also admitted Ragin’s statement taken after his arrest that the drugs belonged to
    Ross; that Ross paid him to keep them; and that he had been doing so for several
    months. Ragin’s admission, which was properly admitted into evidence,14
    established a common accomplice, Roger Ross, between the events underlying
    Ragin’s conspiracy conviction and the drugs found during his arrest.
    Further, the district court could find a common purpose between the events
    surrounding the conspiracy and Ragin’s possession of the drugs and firearms. As
    proven at trial, Ragin acted as a courier of drugs and money between co-
    conspirators Ross and Perry. The district court did not clearly err in finding that
    14
    Ragin does not challenge the admission of the statement as 404(b) evidence at trial.
    49
    USCA11 Case: 16-11358          Date Filed: 09/29/2021       Page: 50 of 52
    storing drugs and firearms for Ross more than nine months 15 after the end of the
    charged conspiracy was part of “a single course of conduct” with the events
    charged in the conspiracy. See Siegelman, 786 F.3d at 1333 (internal quotation
    omitted). And as the district court pointed out, there was no evidence that the
    conspiracy ended on December 31, 2013 -- the end of the charged period -- nor
    that Ragin affirmatively withdrew from the conspiracy. As the government
    explained at sentencing, December 2013 “was just the last date upon which [it] had
    evidence at the time [it] went to the grand jury.” Because the district court found
    that the drugs and firearms were part of a single course of conduct and were not an
    isolated, unrelated event, it did not err when it concluded that they were relevant
    for the purposes of determining Ragin’s proper Guidelines range.
    Second, Ragin argues that the district court erred by not sua sponte granting
    him a two-level minor-role reduction. Because Ragin did not raise this issue at
    sentencing, we review it only for plain error. Margarita Garcia, 906 F.3d at 1263;
    see also Rodriguez, 398 F.3d at 1298. Ragin bears the burden of establishing his
    minor role in the offense by a preponderance of the evidence. United States v.
    Bernal-Benitez, 
    594 F.3d 1303
    , 1320 (11th Cir. 2010). The Sentencing Guidelines
    allow for an adjustment for “the role the defendant played in committing the
    15
    Ragin’s post-arrest statement said that he had “been keeping cocaine and heroin at [his] house
    for Roger Ross for about two or three months.” Therefore, the conduct arguably began even
    closer in time to the charged conspiracy.
    50
    USCA11 Case: 16-11358        Date Filed: 09/29/2021    Page: 51 of 52
    offense.” U.S.S.G. Ch. 3, Pt. B, intro. cmt. A two-level downward adjustment is
    warranted when “the defendant was a minor participant in any criminal activity.”
    U.S.S.G. § 3B1.2. The commentary explains that the adjustment is available “for a
    defendant who plays a part in committing the offense that makes him substantially
    less culpable than the average participant in the criminal activity.” Id. cmt. n.3(A).
    Although Ragin argues that he was merely a courier, that observation is not
    dispositive in deciding whether he is entitled to a downward adjustment. In United
    States v. Rodriguez De Varon, 
    175 F.3d 930
    , 940 (11th Cir. 1999) (en banc), we
    instructed the district court to consider “first, the defendant’s role in the relevant
    conduct for which [he] has been held accountable at sentencing, and, second, [his]
    role as compared to that of other participants in [his] relevant conduct.” In
    examining the first prong, we explained that “where the relevant conduct attributed
    to a defendant is identical to [his] actual conduct, []he cannot prove that []he is
    entitled to a minor role adjustment simply by pointing to some broader criminal
    scheme in which []he was a minor participant but for which []he was not held
    accountable.” 
    Id. at 941
    .
    That is exactly what Ragin asks us to do here. The district court calculated
    Ragin’s sentence based on his actual conduct -- the cocaine he personally delivered
    to Perry from Ross and the drugs he admitted to holding for Ross. The court
    excluded from consideration any cocaine delivered by the other conspirators.
    51
    USCA11 Case: 16-11358       Date Filed: 09/29/2021    Page: 52 of 52
    Although Ragin points to the broader criminal scheme between Perry and Ross and
    the others, that alone is insufficient to justify a downward adjustment when the
    district court determined his sentence by zeroing in on his actual conduct alone.
    Nor is it clear that Ragin was “less culpable” than the average participant in this
    conspiracy, given his role as a courier of drugs and money for Perry and Ross.
    Ragin has not met his burden of establishing his minor role, nor that the district
    court plainly erred by not sua sponte granting him a downward adjustment.
    Accordingly, we AFFIRM Perry’s convictions and Ragin’s sentence.
    52