NOT RECOMMENDED FOR PUBLICATION File Name: 25a0362n.06
No. 24-1912
UNITED STATES COURT OF APPEALS FOR THE SIXTH CIRCUIT FILED Jul 23, 2025 KELLY L. STEPHENS, Clerk UNITED STATES OF AMERICA, ) ) Plaintiff-Appellee, ) ON APPEAL FROM THE ) UNITED STATES DISTRICT v. ) COURT FOR THE EASTERN ) DISTRICT OF MICHIGAN JEREMY MCCALLUM, ) Defendant-Appellant. ) OPINION )
Before: CLAY, GILMAN, and BLOOMEKATZ, Circuit Judges.
CLAY, Circuit Judge. Defendant Jeremy McCallum challenges the district court’s
application of sentencing enhancements for sexual exploitation of a minor in his custody, care, or
supervisory control and for a pattern of prohibited sexual conduct pursuant to U.S.S.G.
§§ 2G2.1(b)(5) and 4B1.5(b)(1), respectively. In addition, McCallum challenges his sentence as
substantively unreasonable. For the reasons set forth below, we AFFIRM the judgment of the
district court.
I. BACKGROUND
The district court sentenced McCallum to eighty-five years in prison and fifteen years of
supervised release after McCallum pleaded guilty to ten counts of sexual exploitation of children,
in violation of 18 U.S.C. § 2251(a), (d), and (e), and to one count of possession of child
pornography, in violation of 18 U.S.C. § 2252A(a)(5)(B). McCallum was convicted of the above-
mentioned offenses after law enforcement officers discovered evidence documenting McCallum’s
repeated sexual abuse of three minors between approximately 2000 and 2011. The minors, all of No. 24-1912, United States v. McCallum
whom are now adults, are each children of McCallum’s former romantic partners and are identified
in the record below as MV-1, MV-2, and MV-3. MV-1 was born in 1996, MV-2 was born in 2000,
and MV-3 was born in 2001.
A. Factual Background
On January 31, 2020, one of McCallum’s sons, who was fourteen years old at the time,
informed police that he saw pictures of nude girls on a tablet belonging to McCallum. The
following day, on February 1, 2020, Michigan state police officers executed a search warrant at
McCallum’s residence in Holly, Michigan, where the officers recovered, inter alia, pairs of
children’s underwear, soiled diapers, photographs of child pornography, and video recordings of
McCallum sexually assaulting MV-1, MV-2, and MV-3. Among the recordings, the officers
recovered a DVD from McCallum’s residence containing videos created in August 2006 depicting
him touching MV-2’s genitals and performing oral sex on MV-2. An additional video on the DVD
depicted MV-1with her dress pulled up so that only her underwear covered her legs. Another
video seized during the search depicted MV-3, who was nine or ten years old at the time of the
recording, performing oral sex on McCallum.
In an interview conducted the day after the search of McCallum’s residence, MV-1
reported that McCallum frequently sexually assaulted her when she was between the ages of five
and eight years old, threatened her at gunpoint to scare her from revealing the assaults, and raped
her again when she was eleven. MV-1 also identified herself in multiple nude photographs
recovered by law enforcement officers from McCallum’s residence and further identified
McCallum as the one who photographed her. In subsequent interviews with law enforcement
officers, MV-2 and MV-3 detailed similar accounts of McCallum’s sexual abuse.
-2- No. 24-1912, United States v. McCallum
B. Procedural History
On February 8, 2021, McCallum waived his right to prosecution by indictment and was
charged via a criminal information with two counts of sexual exploitation of children, in violation
of 18 U.S.C. § 2251(a) and (e), for causing MV-1 and MV-2 to engage in sexually explicit conduct
for the purpose of producing visual depictions of that conduct. On May 4, 2022, a grand jury in
the Eastern District of Michigan returned a superseding indictment charging McCallum with one
count of possession of child pornography and ten counts of sexual exploitation of children for his
conduct relating to MV-1, MV-2, and MV-3. McCallum then moved to suppress the evidence
seized during the February 1, 2020, search of his home, arguing that the search warrant authorizing
the search was premised on observations made during a warrantless and purportedly unlawful
search of his home by law enforcement officers the previous day. On April 5, 2023, the district
court denied McCallum’s motion to suppress. A grand jury subsequently returned a second
superseding indictment charging McCallum again with ten counts of sexual exploitation of
children and one count of possession of child pornography.
On June 18, 2024, McCallum pleaded guilty to the charges in the second superseding
indictment. In a presentence investigation report (“PSR”) submitted to the district court, the
probation office (i) calculated an advisory United States Sentencing Guidelines term of
imprisonment for McCallum of 290 years based upon a total offense level of 43 and a criminal
history category of I, and (ii) recommended that the district court sentence McCallum to fifty years
of imprisonment and fifteen years of supervised release. The probation office’s recommendation
included a two-level sentencing enhancement pursuant to U.S.S.G. § 2G2.1(b)(5) because it
deemed MV-1, MV-2, and MV-3 to have been in McCallum’s custody, care, or supervisory control
at the time of McCallum’s abuse. In addition, the probation office recommended a five-level
-3- No. 24-1912, United States v. McCallum
sentencing enhancement pursuant to U.S.S.G. § 4B1.5(b)(1) because it considered McCallum to
be a repeat and dangerous sex offender against minors. Following the probation office’s
submission of the PSR, McCallum and the government filed competing sentencing memoranda.
McCallum requested that the district court sentence him to concurrent terms on each charge,
resulting in a 25-year prison sentence. In contrast, the government sought a Guidelines sentence
of 290 years’ imprisonment.
The district court held a sentencing hearing on October 8, 2024. During the hearing,
McCallum’s defense counsel objected to the PSR’s application of the §§ 2G2.1(b)(5) and
4B1.5(b)(1) sentencing enhancements. The district court overruled the objections, adopted the
findings of the PSR, and sentenced McCallum to a below Guidelines sentence of eighty-five years
in prison and fifteen years of supervised release.
McCallum filed a timely notice of appeal on October 17, 2024.
II. DISCUSSION
McCallum argues on appeal that his sentence is procedurally and substantively
unreasonable.
A. Standard of Review
To withstand appellate review, McCallum’s “sentence must be both procedurally and
substantively reasonable.” United States v. Parrish, 915 F.3d 1043, 1047 (6th Cir. 2019). We
review claims concerning both types of reasonableness “for an abuse of discretion, although we
review the district court’s factual findings for clear error and its legal conclusions de novo.” Id.
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NOT RECOMMENDED FOR PUBLICATION File Name: 25a0362n.06
No. 24-1912
UNITED STATES COURT OF APPEALS FOR THE SIXTH CIRCUIT FILED Jul 23, 2025 KELLY L. STEPHENS, Clerk UNITED STATES OF AMERICA, ) ) Plaintiff-Appellee, ) ON APPEAL FROM THE ) UNITED STATES DISTRICT v. ) COURT FOR THE EASTERN ) DISTRICT OF MICHIGAN JEREMY MCCALLUM, ) Defendant-Appellant. ) OPINION )
Before: CLAY, GILMAN, and BLOOMEKATZ, Circuit Judges.
CLAY, Circuit Judge. Defendant Jeremy McCallum challenges the district court’s
application of sentencing enhancements for sexual exploitation of a minor in his custody, care, or
supervisory control and for a pattern of prohibited sexual conduct pursuant to U.S.S.G.
§§ 2G2.1(b)(5) and 4B1.5(b)(1), respectively. In addition, McCallum challenges his sentence as
substantively unreasonable. For the reasons set forth below, we AFFIRM the judgment of the
district court.
I. BACKGROUND
The district court sentenced McCallum to eighty-five years in prison and fifteen years of
supervised release after McCallum pleaded guilty to ten counts of sexual exploitation of children,
in violation of 18 U.S.C. § 2251(a), (d), and (e), and to one count of possession of child
pornography, in violation of 18 U.S.C. § 2252A(a)(5)(B). McCallum was convicted of the above-
mentioned offenses after law enforcement officers discovered evidence documenting McCallum’s
repeated sexual abuse of three minors between approximately 2000 and 2011. The minors, all of No. 24-1912, United States v. McCallum
whom are now adults, are each children of McCallum’s former romantic partners and are identified
in the record below as MV-1, MV-2, and MV-3. MV-1 was born in 1996, MV-2 was born in 2000,
and MV-3 was born in 2001.
A. Factual Background
On January 31, 2020, one of McCallum’s sons, who was fourteen years old at the time,
informed police that he saw pictures of nude girls on a tablet belonging to McCallum. The
following day, on February 1, 2020, Michigan state police officers executed a search warrant at
McCallum’s residence in Holly, Michigan, where the officers recovered, inter alia, pairs of
children’s underwear, soiled diapers, photographs of child pornography, and video recordings of
McCallum sexually assaulting MV-1, MV-2, and MV-3. Among the recordings, the officers
recovered a DVD from McCallum’s residence containing videos created in August 2006 depicting
him touching MV-2’s genitals and performing oral sex on MV-2. An additional video on the DVD
depicted MV-1with her dress pulled up so that only her underwear covered her legs. Another
video seized during the search depicted MV-3, who was nine or ten years old at the time of the
recording, performing oral sex on McCallum.
In an interview conducted the day after the search of McCallum’s residence, MV-1
reported that McCallum frequently sexually assaulted her when she was between the ages of five
and eight years old, threatened her at gunpoint to scare her from revealing the assaults, and raped
her again when she was eleven. MV-1 also identified herself in multiple nude photographs
recovered by law enforcement officers from McCallum’s residence and further identified
McCallum as the one who photographed her. In subsequent interviews with law enforcement
officers, MV-2 and MV-3 detailed similar accounts of McCallum’s sexual abuse.
-2- No. 24-1912, United States v. McCallum
B. Procedural History
On February 8, 2021, McCallum waived his right to prosecution by indictment and was
charged via a criminal information with two counts of sexual exploitation of children, in violation
of 18 U.S.C. § 2251(a) and (e), for causing MV-1 and MV-2 to engage in sexually explicit conduct
for the purpose of producing visual depictions of that conduct. On May 4, 2022, a grand jury in
the Eastern District of Michigan returned a superseding indictment charging McCallum with one
count of possession of child pornography and ten counts of sexual exploitation of children for his
conduct relating to MV-1, MV-2, and MV-3. McCallum then moved to suppress the evidence
seized during the February 1, 2020, search of his home, arguing that the search warrant authorizing
the search was premised on observations made during a warrantless and purportedly unlawful
search of his home by law enforcement officers the previous day. On April 5, 2023, the district
court denied McCallum’s motion to suppress. A grand jury subsequently returned a second
superseding indictment charging McCallum again with ten counts of sexual exploitation of
children and one count of possession of child pornography.
On June 18, 2024, McCallum pleaded guilty to the charges in the second superseding
indictment. In a presentence investigation report (“PSR”) submitted to the district court, the
probation office (i) calculated an advisory United States Sentencing Guidelines term of
imprisonment for McCallum of 290 years based upon a total offense level of 43 and a criminal
history category of I, and (ii) recommended that the district court sentence McCallum to fifty years
of imprisonment and fifteen years of supervised release. The probation office’s recommendation
included a two-level sentencing enhancement pursuant to U.S.S.G. § 2G2.1(b)(5) because it
deemed MV-1, MV-2, and MV-3 to have been in McCallum’s custody, care, or supervisory control
at the time of McCallum’s abuse. In addition, the probation office recommended a five-level
-3- No. 24-1912, United States v. McCallum
sentencing enhancement pursuant to U.S.S.G. § 4B1.5(b)(1) because it considered McCallum to
be a repeat and dangerous sex offender against minors. Following the probation office’s
submission of the PSR, McCallum and the government filed competing sentencing memoranda.
McCallum requested that the district court sentence him to concurrent terms on each charge,
resulting in a 25-year prison sentence. In contrast, the government sought a Guidelines sentence
of 290 years’ imprisonment.
The district court held a sentencing hearing on October 8, 2024. During the hearing,
McCallum’s defense counsel objected to the PSR’s application of the §§ 2G2.1(b)(5) and
4B1.5(b)(1) sentencing enhancements. The district court overruled the objections, adopted the
findings of the PSR, and sentenced McCallum to a below Guidelines sentence of eighty-five years
in prison and fifteen years of supervised release.
McCallum filed a timely notice of appeal on October 17, 2024.
II. DISCUSSION
McCallum argues on appeal that his sentence is procedurally and substantively
unreasonable.
A. Standard of Review
To withstand appellate review, McCallum’s “sentence must be both procedurally and
substantively reasonable.” United States v. Parrish, 915 F.3d 1043, 1047 (6th Cir. 2019). We
review claims concerning both types of reasonableness “for an abuse of discretion, although we
review the district court’s factual findings for clear error and its legal conclusions de novo.” Id.
“The abuse-of-discretion standard is deferential: Even if we ‘might have reasonably concluded
that a different sentence was appropriate[, this] is insufficient to justify reversal of the district
court.’” United States v. Adams, 873 F.3d 512, 517 (6th Cir. 2017) (alteration in original) (quoting
-4- No. 24-1912, United States v. McCallum
United States v. Bolds, 511 F.3d 568, 581 (6th Cir. 2007)). We may find an abuse of discretion
only if we are “left with the definite and firm conviction that the sentencing court committed a
clear error of judgment.” United States v. Coppenger, 775 F.3d 799, 802–03 (6th Cir. 2015).
B. Analysis Procedural Reasonableness
To render a procedurally reasonable sentence, the district court must “properly calculate
the guidelines range, treat that range as advisory, consider the sentencing factors in 18 U.S.C.
§ 3553(a), refrain from considering impermissible factors, select the sentence based on facts that
are not clearly erroneous, and adequately explain why it chose the sentence.” United States v.
Bailey, 931 F.3d 558, 562 (6th Cir. 2019) (quoting United States v. Rayyan, 885 F.3d 436, 440
(6th Cir. 2018)). McCallum contends that his sentence is procedurally unreasonable because he
does not qualify as a caregiver for purposes of the § 2G2.1(b)(5) sentencing enhancement and
because the district court applied the enhancement without conducting an evidentiary hearing.
McCallum also argues that his sentence is procedurally unreasonable because the district court
lacked sufficient evidence to determine that he engaged in a pattern of activity of prohibited sexual
conduct for purposes of the § 4B1.5(b)(1) sentencing enhancement. We find that the district
court’s application of both enhancements was procedurally reasonable.
As an initial matter, we reject McCallum’s contention that an evidentiary hearing was
necessary for the district court to impose the § 2G2.1(b)(5) sentencing enhancement because the
record evidence alone was sufficient to trigger the enhancement. Section 2G2.1(b)(5) provides for
a two-level sentencing enhancement for sexual exploitation of a minor “[i]f the defendant was a
parent, relative, or legal guardian of the minor involved in the offense, or if the minor was
otherwise in the custody, care, or supervisory control of the defendant[.]” U.S.S.G. § 2G2.1(b)(5).
Consistent with the Sentencing Commission’s directive, we apply this enhancement broadly.
-5- No. 24-1912, United States v. McCallum
United States v. Sweeney, 891 F.3d 232, 238 (6th Cir. 2018). To determine whether a defendant
in McCallum’s position fits within any of the enhancement’s caregiver categories, a district court
need make findings using only the preponderance-of-the-evidence standard, United States v.
Kerestes, 375 F. App’x 509, 513 (6th Cir. 2010), which requires evidence that a given fact “was
more likely than not” true, United States v. Tolliver, 949 F.3d 244, 249 (6th Cir. 2020) (per curiam).
We review those findings under the clear error standard. Sweeney, 891 F.3d at 237.
In the instant case, the district court’s consideration of the evidence led it to conclude that,
for “the vast majority of the time,” the minors’ parents were not present, leaving the minors in
McCallum’s care when he committed the child exploitation offenses. Sentencing Hr’g Tr., R. 157,
Page ID #1129. McCallum rejects this conclusion, arguing that the district court failed to “develop
the actual relationship between [him] and the victims.” Appellant’s Br., ECF No. 50, 20.
However, the district court explained its “understanding that the assaults all occurred in
[McCallum’s] home,” leading it to determine “that the minors were at least temporarily entrusted
to [McCallum’s] care.” Sentencing Hr’g Tr., R. 157, Page ID #1129. McCallum does not
meaningfully rebut the district court’s characterization of this evidence or his apparent supervisory
authority over the minors. Doing so would likely be a tall task given that he admitted during his
plea hearing to living with at least one of the minors. See Plea Hr’g Tr., R. 156, Page ID #1105
(“She lived with me all them years.”). This court has previously upheld the application of the
§ 2G2.1(b)(5) enhancement to a defendant who lived with his minor victim for approximately two
months and sometimes “help[ed] watch” the minor along with other adult members of the
household while the minor’s mother was not inside the residence. See United States v. Sanderson,
No. 21-5900, 2022 WL 1133114, at *5 (6th Cir. Apr. 18, 2022). Given the caretaker dynamics at
issue in this case—in which McCallum lived with one of the minors for years and was almost
-6- No. 24-1912, United States v. McCallum
always alone with the minors when the offenses occurred—and the preponderance-of-the-evidence
standard that guided the district court’s factfinding with respect to this enhancement, we cannot
say that the district court clearly erred in applying the enhancement.
McCallum’s arguments concerning the § 4B1.5(b)(1) sentencing enhancement fare no
better. Section 4B1.5(b)(1) “applies to one who ‘engage[s] in a pattern of activity involving
prohibited sexual conduct,’ so long as the defendant’s present offense is a covered sex crime and
the defendant has neither been previously convicted of a sex offense nor qualifies for a career
offender enhancement under § 4B1.1.” United States v. Paauwe, 968 F.3d 614, 617 (6th Cir. 2020)
(alteration in original). The district court below overruled McCallum’s objection to the
§ 4B1.5(b)(1) sentencing enhancement after determining that McCallum engaged in prohibited
sexual contact with a minor on at least two occasions. McCallum contests this finding, arguing
that it was premised on vague allegations. In doing so, McCallum effectively disputes the conduct
to which he pled guilty. However, that conduct provides ample evidence that he engaged in a
pattern of activity involving prohibited sexual conduct for purposes of § 4B1.5(b)(1).
As we have previously held, “[t]he plain language of § 4B1.5(b)(1) supports application of
the enhancement when the government demonstrates by a preponderance of the evidence that a
defendant, on more than one occasion, produced sexually explicit images of an individual under
the age of eighteen.” United States v. Corp, 668 F.3d 379, 391–92 (6th Cir. 2012). For that reason,
we have repeatedly affirmed the application of the enhancement in cases where defendants have
been found to have created sexually explicit images of minors in separate instances. See, e.g., id.
at 392; United States v. Hall, 733 F. App’x 808, 810 (6th Cir. 2018). In the instant case, police
officers discovered multiple sexually explicit images of MV-1, MV-2, and MV-3 as minors in
McCallum’s home, and the images were created over a period of years. As mentioned above,
-7- No. 24-1912, United States v. McCallum
those images include multiple nude photographs of MV-1 as well as a video of MV-3 engaged in
sex acts with McCallum. We therefore affirm the district court’s application of the § 4B1.5(b)(1)
sentencing enhancement because these images and videos clearly constitute a pattern of activity
involving prohibited sexual conduct.
Substantive Reasonableness
“Substantive reasonableness focuses on whether a ‘sentence is too long (if a defendant
appeals) or too short (if the government appeals).’” United States v. Mitchell, 107 F.4th 534, 544
(6th Cir. 2024) (quoting Parrish, 915 F.3d at 1047). “A sentence is substantively unreasonable
when it is not ‘proportionate to the seriousness of the circumstances of the offense and offender.’”
United States v. Schrank, 975 F.3d 534, 536 (6th Cir. 2020) (quoting United States v. Robinson,
778 F.3d 515, 519 (6th Cir. 2015)). Therefore, “when ‘the district court selects a sentence
arbitrarily, bases the sentence on impermissible factors, fails to consider relevant sentencing
factors, or gives an unreasonable amount of weight to any pertinent factor,’” we will not hesitate
to deem a sentence substantively unreasonable. United States v. Gates, 48 F.4th 463, 477 (6th Cir.
2022) (quoting United States v. Conatser, 514 F.3d 508, 520 (6th Cir. 2008)).
McCallum argues that his sentence is substantively unreasonable because the district court
failed to properly account for his limited criminal history and personal experience of abuse. In
reviewing the reasonableness of other criminal sentences, we have cautioned that “district courts
must address legitimate mitigating arguments raised by the defendant.” United States v. Sweeney,
891 F.3d 232, 239 (6th Cir. 2018); United States v. Allen, 93 F.4th 350, 356 (6th Cir. 2024) (same).
Despite McCallum’s contentions otherwise, the record below satisfies us that the district court
heeded our direction in this regard.
-8- No. 24-1912, United States v. McCallum
The district court explicitly acknowledged McCallum’s personal experience of abuse
during the sentencing hearing. See Sentencing Hr’g Tr., R. 157, Page ID #1156 (“The defendant
disclosed that he was molested by a Big Brother mentor for several years through his childhood.”).
The district court also adopted the findings of the PSR, which extensively documented
McCallum’s abuse allegations. In addition, the district court acknowledged that McCallum’s
“criminal history is limited” and noted that he only had one prior conviction. See id. at Page ID
#1157. Despite that single conviction, the district court determined that “[a] serious sentence is
warranted to provide adequate deterrence for [McCallum] and others,” as well as to protect the
public. Id. at Page ID #1157–58. The district court was well within its discretion to make this
choice. As it explained, McCallum “repeatedly committed hands-on sexual offense of three
children ranging in the age from six months to 11 years old.” Id. at Page ID #1157. In the district
court’s view, those repeated offenses were more salient than McCallum’s limited prior criminal
history. Given the extensive nature of the offenses and the district court’s below Guidelines
sentence, we cannot say that the district court abused its discretion in fashioning McCallum’s
sentence. See United States v. Greco, 734 F.3d 441, 450 (6th Cir. 2013) (“Although it is not
impossible to succeed on a substantive-reasonableness challenge to a below-guidelines sentence,
defendants who seek to do so bear a heavy burden.”).
III. CONCLUSION
For the reasons stated above, we AFFIRM the judgment of the district court.
-9-