USCA4 Appeal: 24-4022 Doc: 59 Filed: 12/16/2025 Pg: 1 of 14

UNPUBLISHED

UNITED STATES COURT OF APPEALS FOR THE FOURTH CIRCUIT

No. 24-4022

UNITED STATES OF AMERICA,

Plaintiff - Appellee,

v.

PIERRE YVELT ALMONOR,

Defendant - Appellant.

Appeal from the United States District Court for the Western District of North Carolina, at Charlotte. Max O. Cogburn, Jr., District Judge. (3:18-cr-00206-MOC-SCR-1)

Submitted: December 1, 2025 Decided: December 16, 2025

Before NIEMEYER and QUATTLEBAUM, Circuit Judges, and TRAXLER, Senior Circuit Judge.

Affirmed by unpublished per curiam opinion.

ON BRIEF: Rene L. Valladares, Federal Public Defender, Jeremy C. Baron, Lauren B. Torre, Assistant Federal Public Defenders, OFFICE OF THE FEDERAL PUBLIC DEFENDER, Las Vegas, Nevada, for Appellant. Dena J. King, United States Attorney, Julia K. Wood, Assistant United States Attorney, OFFICE OF THE UNITED STATES ATTORNEY, Charlotte, North Carolina, for Appellee.

Unpublished opinions are not binding precedent in this circuit. USCA4 Appeal: 24-4022 Doc: 59 Filed: 12/16/2025 Pg: 2 of 14

PER CURIAM:

A federal jury convicted Pierre Yvelt Almonor of conspiracy to commit money

laundering, in violation of

(h). The district court sentenced Almonor to

51 months of imprisonment, followed by two years of supervised release. The court also

imposed restitution for the victims of the conspiracy in the amount of $542,640.92. On

appeal, Almonor argues that: (1) the district court erred under Batson v. Kentucky,

(1986) in overruling his challenge to the Government’s use a peremptory strike on an

African American juror; (2) the court erred in finding that the Government demonstrated

by a preponderance of the evidence that venue was proper; (3) the court’s jury instructions

on venue and multiple conspiracies failed to adequately state the law; (4) there was a fatal

variance between the indictment and the proof at trial; (5) the court abused its discretion in

admitting emails that predated the dates of the charged conspiracy; (6) the court erred in

calculating the loss attributable to Almonor under the Sentencing Guidelines and for

purposes of calculating restitution; (7) the court erred in applying an enhancement under

the Guidelines for being in the business of money laundering; and (8) the court plainly

erred in imposing two of the discretionary conditions of supervised release. For the

following reasons, we affirm.

The charged conspiracy involved a business email scheme in which some

coconspirators targeted businesses with emails redirecting funds for payments in real estate

transactions into accounts owned by other coconspirators. Once the businesses wired the

funds into the accounts, the coconspirators who owned the accounts, including Almonor,

transferred those funds to domestic and offshore accounts owned by the coconspirators. At

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trial, the Government provided evidence of two such scams, one targeting a business and

property transaction in North Carolina and one targeting a property transaction in Illinois;

for the latter transaction, the funds were wired into Almonor’s account, and he transferred

the funds to several different coconspirators’ accounts in other countries.

Almonor first argues on appeal that the district court erred in overruling his Batson

challenge to the Government’s use of a peremptory strike to excuse an African American

juror from the panel. A Batson challenge involves a three-step inquiry: “A defendant must

first make a prima facie showing that a peremptory challenge was based on racial

considerations; the burden then shifts to the prosecution to offer a racially neutral reason

for the strike; finally, the trial court determines whether a defendant has shown purposeful

discrimination.” United States v. Dennis,

(4th Cir. 2021). The

government “must give a clear and reasonably specific race-neutral explanation, and the

court must consider all relevant circumstances.”

(citation modified). “On appeal, we

sustain the trial court’s ruling unless clearly erroneous.”

(citation modified). This

standard is highly deferential.

We have reviewed the record and conclude that the

district court did not clearly err in overruling Almonor’s Batson challenge to the

Government’s use of its peremptory strike.

Almonor next argues that the court erred in finding that venue was proper in the

Western District of North Carolina. We review “de novo whether there was

sufficient evidence to support” a finding of venue, and will uphold the finding of venue if,

“viewing the evidence in the light most favorable to the government, any rational trier of

fact could have found venue by a preponderance of the evidence.” United States v.

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Sterling,

(4th Cir. 2017). Venue for a money laundering conspiracy is

proper in any “district where an act in furtherance of the attempt or conspiracy took place.”

(i)(2). “As to where the conduct element of a conspiracy offense takes

place, we have explained that conspiracies operate wherever the agreement was made or

wherever any overt act in furtherance of the conspiracy transpires, which may include a

place where the defendant has never set foot.” United States v. Ojedokun,

(4th Cir. 2021) (citation modified).

“Proof of acts by one [coconspirator] can be attributed to all members of the

conspiracy.” United States v. Al-Talib,

(4th Cir. 1995). Therefore, venue

is proper in a conspiracy case in any district in which one conspirator undertook an act in

furtherance of the conspiracy, even where the defendant does not know the full scope or

all of the members of the conspiracy, and even when the conspiracy does not have “a

discrete, identifiable organizational structure.” United States v. Banks,

, 1054

(4th Cir. 1993); see United States v. Green,

(4th Cir. 2010) (finding

venue proper in Virginia, where conspirator committed overt act, even where defendant

lived and participated in conspiracy from Florida and did not know the coconspirators or

full scope of conspiracy).

Almonor’s primary challenge to venue rests upon his argument that the Government

demonstrated a “rimless wheel” conspiracy. A rimless wheel conspiracy consists of a

central hub—the common defendant, who deals with other defendants—and the spokes—

the other conspirators—nothing linking the other conspirators to one another; thus the

wheel has no outer rim tying the spokes together. See Kotteakos v. United States,

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750, 753-55 (1946). Where the government demonstrates a rimless wheel conspiracy,

there is a “case, not of a single conspiracy but of several.” Id. at 755. Almonor argues that

there were multiple conspiracies and he was not involved in the conspiracy that defrauded

the North Carolina business; because, according to Almonor, the conspiracy in which he

participated did not involve any acts occurring in North Carolina, venue in the district court

was improper. We disagree.

“Whether there is a single conspiracy or multiple conspiracies depends upon the

overlap of key actors, methods, and goals.” United States v. Strickland,

, 385

(4th Cir. 2001). In many situations, there can be “a single conspiracy, with different parties

joining and leaving at different times.” United States v. Johnson,

(4th

Cir. 1995). “A single conspiracy exists when the conspiracy had the same objective, it had

the same goal, the same nature, the same geographic spread, the same results, and the same

product.”

(citation modified). Here, the conspiracy involved the overlap of the key

actors and the same methods, goals, nature, and results in each of the business email

schemes. We conclude, therefore, that the Government demonstrated one large money

laundering conspiracy, even if Almonor did not know about the activities of some of the

other coconspirators. See Johnson,

(noting a conspirator can be a member

of a conspiracy “without knowing its full scope, or all of its members, and without taking

part in the full range of its activities”).

Almonor also argues that this court should add a requirement for venue in a money

laundering conspiracy that the actions of a coconspirator in the venue must be reasonably

foreseeable by the defendant. While the Second Circuit has adopted such a requirement,

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see United States v. Tang Yuk,

(2d Cir. 2018), no other circuit has done so,

see United States v. Guererro,

(6th Cir. 2023). Moreover, we have

declined to impose a reasonable foreseeability requirement to venue provisions that do not

include such a requirement in their plain text. See United States v. Johnson,

(4th Cir. 2007) (securities fraud); see also Ojedokun,

(money

laundering conspiracy). We therefore decline Almonor’s invitation to add a requirement

to the money laundering conspiracy venue provision that does not appear in the plain text

of that provision. See

(i)(1), (2). As the Government demonstrated a

conspiracy in which a conspirator took an act in North Carolina, the district court properly

determined that venue was appropriate in the district.

Almonor next argues that the district court’s jury instructions on venue and multiple

conspiracies were erroneous because the court failed to explain rimless wheel conspiracies

to the jury. We review for abuse of discretion the district court’s decision whether to give

a particular jury instruction, United States v. Ali,

(4th Cir. 2013), and

review “whether a jury instruction incorrectly stated the law de novo,” United States v.

Hassler,

(4th Cir. 2021) (citation modified). “In reviewing the adequacy

of jury instructions, we determine whether the instructions, construed as a whole, and in

light of the whole record, adequately informed the jury of the controlling legal principles

without misleading or confusing the jury to the prejudice of the objecting party.” Hassler,

(citation modified). This court will not set aside a verdict even if the jury

was erroneously instructed “unless the erroneous instruction seriously prejudiced the

challenging party’s case.”

(citation modified).

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With respect to the court’s multiple conspiracies instruction, “a district court must

issue a ‘multiple conspiracies’ instruction where the evidence supports a finding that

multiple conspiracies existed.” United States v. Stockton,

(4th Cir.

2003). This instruction is not required, however, “unless the proof at trial demonstrates

that [the defendant] w[as] involved only in a separate conspiracy unrelated to the overall

conspiracy charged in the indictment.” United States v. Nunez,

(4th Cir.

2005) (citation modified). Moreover, the failure to give a multiple conspiracies instruction

is reversible error only where the defendant establishes substantial prejudice by showing

that “the evidence of multiple conspiracies [was] so strong in relation to that of a single

conspiracy that the jury probably would have acquitted on the conspiracy count had it been

given a cautionary multiple-conspiracy instruction.” United States v. Bartko,

(4th Cir. 2013) (citation modified).

Here, after a discussion with the parties about the multiple conspiracies instruction,

the court issued the instruction that Almonor requested. “Under ordinary circumstances,

this court will not consider alleged errors that were invited by the appellant.” United

States v. Hickman,

(4th Cir. 2010). Under the invited error doctrine, “a

court [cannot] be asked by counsel to take a step in a case and later be convicted of error,

because it has complied with such request.” United States v. Herrera,

(4th

Cir. 1994) (citation modified). Because the court gave the multiple conspiracies instruction

that Almonor requested, he cannot now complain about the adequacy of that instruction.

Almonor next asserts that the proof at trial constructively amended the indictment

resulting in a fatal variance. We review de novo whether the district court permitted a fatal

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variance to the indictment. United States v. Miltier,

(4th Cir. 2018). “A

fatal variance occurs when the indictment is altered to change the elements of the offense

charged, such that the defendant is actually convicted of a crime other than that charged in

the indictment.”

(citation modified). “In a conspiracy prosecution, a defendant may

establish the existence of a material variance by showing that the indictment alleged a

single conspiracy but that the government’s proof at trial established the existence of

multiple, separate conspiracies.” United States v. Kennedy,

(4th Cir.

1994). As we have already determined, the Government demonstrated one money

laundering conspiracy and the jury instructions made clear that the jury could only find

Almonor guilty if it found he was involved in the money laundering conspiracy charged in

the indictment. We therefore conclude that there was no fatal variance.

Almonor further argues that the district court erred in admitting emails between him

and another coconspirator that predated the dates of the charged conspiracy and concerned

transactions that were not part of the charged conspiracy, including one email that

referenced a levy that was placed upon Almonor’s assets for a significant amount of unpaid

child support. We review the district court’s admission of evidence for abuse of discretion.

United States v. Ebert,

(4th Cir. 2023). “A district court abuses its

discretion when it acts arbitrarily or irrationally, fails to consider judicially recognized

factors constraining its exercise of discretion, relies on erroneous factual or legal premises,

or commits an error of law.” United States v. Dillard,

(4th Cir. 2018).

Rule 404(b) of the Federal Rules of Evidence prohibits the admission into evidence

of any other “crime, wrong, or other act . . . to prove a person’s character in order to show

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that on a particular occasion the person acted in accordance with the character.” Fed. R.

Evid. 404(b)(1). But the Rule allows the admission of evidence of other acts or crimes if

used to prove “motive, opportunity, intent, preparation, plan, knowledge, identity, absence

of mistake, or lack of accident.” Fed. R. Evid. 404(b)(2). To be admissible under Rule

404(b), the evidence must be: (1) relevant to an issue other than the defendant’s character;

(2) necessary to prove an element of the charged offense; (3) reliable; and (4) admissible

under Fed. R. Evid. 403, in that the probative value of the evidence must not be

substantially outweighed by its prejudicial nature. United States v. Queen,

(4th Cir. 1997).

“Critically, however, not all prior bad act evidence is encompassed by Rule 404(b).

United States v. Brizuela,

(4th Cir. 2020) (citation modified). “Instead,

the rule is only applicable when the challenged evidence is extrinsic, that is, separate from

or unrelated to the charged offense.”

(citation modified). By contrast, “acts that are a

part of, or intrinsic to, the alleged crime do not fall under Rule 404(b)’s limitations on

admissible evidence.”

(citation modified). Evidence is intrinsic when it arises “out of

the same series of transactions as the charged offense” or when it is “necessary to complete

the story of the crime on trial.” United States v. Kennedy,

(citation

modified). For evidence of uncharged conduct to be admissible to “complete the story” of

a charged offense, it must be “probative of an integral component of the crime on trial or

provide information without which the factfinder would have an incomplete or inaccurate

view of other evidence or of the story of the crime itself.” Brizuela,

.

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We have reviewed the record and conclude that the district court did not abuse its

discretion in admitting the emails. The court correctly determined that the evidence was

intrinsic to the charged conspiracy and therefore not subject to Rule 404(b). Moreover, the

court also properly determined that, even if the evidence was subject to Rule 404(b), it was

admissible to demonstrate Almonor’s motive, intent, knowledge, and lack of mistake, and

its probative value was not substantially outweighed by its prejudicial effect.

Almonor also challenges the loss calculation and restitution amount, asserting that

the loss from the transaction in North Carolina should not have been included in either

figure. With respect to the loss amount, “[w]hen considering a challenge to a district

court’s application of the Guidelines, [we] review[] factual findings for clear error and legal

conclusions de novo.” United States v. Freitekh,

, 317 (4th Cir. 2024)

(citation modified). The “Guidelines provide for offense level adjustments that increase

with the amount of loss.” United States v. Lawson,

, 255 (4th Cir. 2025).

“Loss is defined as the greater of actual loss or intended loss.”

(citation modified); see

U.S. Sentencing Guidelines Manual § 2B1.1(b)(1), cmt. n.3(A) (2023). “In the case of a

conspiracy, loss is attributable to the defendant if it results from the conduct of others so

long as the conduct was in furtherance of, and reasonably foreseeable in connection with

the criminal activity.” United States v. Shephard,

(4th Cir. 2018)

(citation modified). “The government must establish the amount of loss by a

preponderance of the evidence. But the court need only make a reasonable estimate of the

loss.” Lawson, 128 F.4th at 255 (citation modified).

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We conclude that the district court properly calculated the loss amount. The

Government demonstrated that Almonor was a member of the conspiracy in which a

coconspirator defrauded the North Carolina business. Moreover, given that Almonor

recruited other members of the conspiracy, it was reasonably foreseeable to him that there

were other coconspirators laundering money from the business email scheme. The loss

from the transaction involving the North Carolina business was therefore properly

attributable to Almonor.

With respect to the restitution amount, we review “a district court’s restitution order

for abuse of discretion.” United States v. Stone,

(4th Cir. 2017). District

courts must calculate restitution based on “the unique circumstances of each case.” United

States v. Ritchie,

(4th Cir. 2017). The Mandatory Victims Restitution

Act (“MVRA”) 18 U.S.C. § 3663A(a), directs district courts, in cases involving certain

crimes “involving, inter alia, fraud or deceit, to order ‘that the defendant make restitution

to the victim of the offense.’” United States v. Llamas,

(4th Cir. 2010)

(quoting 18 U.S.C. § 3663A(a)(1)). For conspiracy convictions, “a restitution award under

the MVRA is limited to the losses attributable to the specific conspiracy offenses for which

the defendant was convicted.” Id. at 391. Having concluded that the amount from the

fraudulent North Carolina transaction was attributable to the conspiracy in which Almonor

participated, we further conclude that the district court properly included the loss from that

transaction in the restitution amount.

Almonor next argues that the district court erred in applying a four-level

enhancement under the Guidelines for being in the business of money laundering. Under

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the Guidelines, a court should apply a four-level enhancement if the defendant was in the

business of laundering funds. USSG § 2S1.1(b)(2)(C). The commentary to the Guidelines

instructs that courts shall consider the totality of the circumstances in determining whether

to apply this enhancement. USSG § 2S1.1(b)(2)(C), cmt. n.4(A). Courts are instructed to

consider six factors, including: whether the defendant regularly engaged in laundering

funds; the period of time the defendant regularly laundered funds; whether the defendant

laundered funds from multiple sources; whether the defendant gained a substantial amount

of revenue from the laundering; whether the defendant had a prior conviction for similar

conduct; and whether the defendant made statements to an undercover officer

demonstrating any of the above factors. USSG § 2S1.1(b)(2)(C), cmt. n. 4(B).

We conclude that the district court properly applied the enhancement. The evidence

showed that Almonor was involved in laundering funds for the scheme for at least four

years, and he engaged in several transactions over that period. See United States v.

Mitchell,

(8th Cir. 2010) (characterizing defendant’s involvement in

money laundering for 16 to 18 months as “extended”). Moreover, Almonor gained a

substantial amount of revenue from the conspiracy. See

(noting that a gain of $42,000

would be enough to qualify as substantial). On balance, the factors weighed in favor of

application of the enhancement.

Finally, Almonor challenges two standard conditions of supervised release as

impermissible delegations of authority to the probation officer. One of these conditions

requires Almonor to participate in a substance abuse testing program and the other

condition requires Almonor to participate in transitional support services, including

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cognitive behavioral treatment programs, and to follow the rules and regulations of those

programs. Both conditions provide that the probation officer supervise Almonor’s

participation in the programs, including the provider, locality, modality, duration, and

intensity.

As Almonor did not challenge these conditions at the sentencing hearing, we review

this issue for plain error. To succeed on plain error review, Almonor must “establish that

(1) an error occurred; (2) the error was plain; and (3) the error affected his substantial

rights.” United States v. Combs,

, 505 (4th Cir. 2022) (citation modified). If

Almonor makes this showing, we have discretion to correct the error and will do so “if the

error seriously affects the fairness, integrity or public reputation of judicial proceedings.”

Rosales-Mireles v. United States,

. 135 (2018) (citation modified). “District

courts have substantial discretion in setting the terms and conditions of supervised release

after a term of imprisonment within parameters set by both federal statutes and the

Sentencing Guidelines.” United States v. Williams,

(4th Cir. 2025)

(citation modified), cert. denied,

(U.S. Oct. 6, 2025). While district

courts and probation officers work together to manage supervised release, “the district

court violates Article III of the Constitution if it delegates to probation officers a core

judicial function.”

(citation modified). However, “when [a district court] orders the

broad principles that guide the conditions of release and permits the probation officer to

fill in many details necessary for applying the condition,” the court “retains the ultimate

authority for the condition” and has not violated the Constitution.

(citation modified).

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We have recently rejected a nondelegation challenge to a condition of supervision

that was substantially similar to those Almonor challenges.

In Williams, the challenged

condition required the defendant to participate in a mental health treatment program and

provided that the probation officer would supervise the defendant’s participation in the

program, including provider, location, modality, duration, and intensity.

. We

held that the district court did not delegate core judicial functions to the probation officer,

but merely permitted the probation officer to fill in certain details.

Based on our ruling

in Williams, therefore, we reject Almonor’s challenge to the standard conditions of

supervised release.

Accordingly, we affirm the district court’s judgment. We dispense with oral

argument because the facts and legal contentions are adequately presented in the materials

before this court and argument would not aid the decisional process.

AFFIRMED

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