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March 5, 2026 Get Citation Alerts Download PDF Add Note

United States v. Derek Hahn

Court of Appeals for the Sixth Circuit

• Citations: None known
• Docket Number: 25-5712
• Precedential Status: Non-Precedential
• Panel: Julia Smith Gibbons, Karen Nelson Moore

• Judges: Karen Nelson Moore; Julia Smith Gibbons; Rachel S. Bloomekatz

• Opinion

• Authorities (11)

• Cited By (0)

• Summaries (0)

• Similar Cases (5K)

• PDF

Combined Opinion

NOT RECOMMENDED FOR PUBLICATION
File Name: 26a0109n.06

Case No. 25-5712

UNITED STATES COURT OF APPEALS
FOR THE SIXTH CIRCUIT
FILED
Mar 05, 2026
) KELLY L. STEPHENS, Clerk
UNITED STATES OF AMERICA,
)
Plaintiff - Appellee, )
ON APPEAL FROM THE UNITED
)
v. STATES DISTRICT COURT FOR THE
)
EASTERN DISTRICT OF KENTUCKY
)
DEREK HAHN, )
OPINION
Defendant - Appellant. )
)

Before: MOORE, GIBBONS, and BLOOMEKATZ, Circuit Judges.

JULIA SMITH GIBBONS, Circuit Judge. Defendant Derek Hahn pled guilty to one count

of using a minor to produce sexually explicit videos. The district court sentenced Hahn to a below-

Guidelines sentence of 330 months. Hahn appeals this sentence as unreasonable, arguing that the

district court did not give his mitigating evidence adequate weight and sentenced him

disproportionately relative to similarly situated defendants. We affirm the district court’s sentence.

I.

In October 2024, Hahn was arrested for uploading and sharing child sex abuse material on

the internet. After Hahn was arrested, police seized two phones from him and found numerous

videos and images that showed minors engaged in sexually explicit activity, including

masturbation. Hahn admitted to obtaining these materials on the internet. Police also found

several videos showing a minor victim known to Hahn naked in the bathroom of Hahn’s home. In

these videos, the victim was “in various states of undress,” with Hahn “zooming in and out and

focusing on [his] genitals.” DE 20, Plea, Page ID 96.
No. 25-5712, United States v. Hahn

Hahn pled guilty to one count of using a minor to produce sexually explicit videos under

18 U.S.C. § 2251 (a). The recommended Sentencing Guidelines range for his offense was 360

months to life imprisonment. But because the statutory maximum Hahn could receive was 360

months, that figure became his Guidelines term of imprisonment.

Before sentencing, Hahn moved for a downward variance, arguing that a below-Guidelines

sentence would not result in a sentencing disparity with similarly situated defendants. In support,

Hahn noted that defendants who produced child pornography and qualified for the repeat offender

enhancement under U.S.S.G § 4B1.5(b) received, on average, a term of 324 months’

imprisonment. And he, in contrast, was a first-time offender. Hahn also argued that his mitigating

factors—that he expressed sincere remorse for his behavior, his family and friends wrote

supportive letters on his behalf, and he had worked many years as a firefighter—warranted a

downward variance as well.

At sentencing, Hahn reiterated his request for a below-Guidelines sentence. After

calculating the Guidelines range, the district court considered the relevant sentencing factors. See

18 U.S.C. § 3553 (a). It emphasized Hahn had committed “a profoundly serious crime” and that

the victim would have “to deal with [Hahn’s] actions for the rest of his life.” DE 38, Sent’g Hr.

Tr., Page ID 238. The district court also noted that it was “worried that [Hahn] [had not] come to

complete terms with [his] conduct.” Id. at 240. The district court acknowledged, however, some

mitigating factors supporting a downward variance, including that Hahn had “held a job” and that

he had “many good qualities in terms of [his] family and [his] relationships.” Id. at 241. It also

found that Hahn’s “national conformity” argument was compelling, so that a “slight” downward

variance was warranted to avoid sentencing disparities with similarly situated offenders. Id. at

242–43. Ultimately, however, the district court found that a significant sentence was justified

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No. 25-5712, United States v. Hahn

because of Hahn’s “continued, repeated acts of self-gratification . . . at the [victim’s] expense” and

the “long-term impact” his conduct would have on the victim. Id. at 242. Thus, the district court

sentenced Hahn to a below-Guidelines sentence of 330 months’ imprisonment, followed by a

lifetime of supervised release. Hahn timely appealed the district court’s sentence.

II.

We review the procedural and substantive reasonableness of a defendant’s sentence under

an abuse of discretion standard. United States v. West, 962 F.3d 183, 187 (6th Cir. 2020). A

challenge to a sentence’s procedural reasonableness focuses on whether the district court “fail[ed]

to calculate (or improperly calculate[ed]) the Guidelines range, treat[ed] the Guidelines as

mandatory, fail[ed] to consider the § 3553(a) factors, select[ed] a sentence based on clearly

erroneous facts, or fail[ed] to adequately explain the chosen sentence.” Gall v. United States, 552

U.S. 38, 51 (2007). By contrast, a challenge to a sentence’s substantive reasonableness concerns

whether the district court properly weighed the § 3553(a) factors and is, “at bottom,” “a claim that

a sentence is too long.” United States v. Nunley, 29 F.4th 824, 830 (6th Cir. 2022) (quoting United

States v. Rayyan, 885 F.3d 436, 442 (6th Cir. 2018)). A within-Guidelines sentence is

presumptively substantively reasonable. United States v. Pirosko, 787 F.3d 358, 374 (6th Cir.

2015). By extension, a below-Guidelines sentence is also presumptively substantively reasonable.

Id. And defendants who challenge a below-Guidelines sentence on substantive reasonableness

grounds have an “even more demanding” burden than those who challenge a within-Guidelines

sentence. United States v. Curry, 536 F.3d 571, 573 (6th Cir. 2008) (order).

III.

Hahn received a below-Guidelines sentence of 330 months’ imprisonment. On appeal, he

argues that his sentence is unreasonable.

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No. 25-5712, United States v. Hahn

We initially note that although Hahn purports to challenge both the procedural and

substantive reasonableness of his sentence, he does not make any specific arguments regarding his

sentence’s procedural reasonableness. Hahn does not claim that the district court improperly

calculated his Guideline range, treated the Guidelines as mandatory, failed to consider the §

3553(a) factors, sentenced him based on clearly erroneous facts, or failed to adequately explain his

sentence. See Gall, 552 U.S. at 51. He instead argues that his sentence is too long because the

district court improperly weighed his mitigating evidence and sentenced him disproportionately

relative to similarly situated defendants. This is plainly a challenge to the substantive

reasonableness of his sentence. See Rayyan, 885 F.3d at 442 (substantive reasonableness concerns

when “the court placed too much weight on some of the § 3553(a) factors and too little on others

in sentencing the individual”). For this reason, we only review the substantive reasonableness of

Hahn’s sentence.

Hahn first argues that the district court did not give adequate weight to his mitigating

evidence, which includes his lack of criminal record, his remorse for the victim and his family, his

strong personal relationships with loved ones, and his plans for future rehabilitation. He also

contends that the district court’s primary goal of general and specific deterrence could have been

accomplished via a shorter sentence. Although the district court departed downward from the

Guidelines range by two and a half years, Hahn says that this was “an arbitrary variance” that

resulted in a sentence “greater than necessary to achieve the purposes of sentencing.” CA6 R. 13,

Appellant’s Br., at 16.

Hahn has failed, however, to rebut the presumption of reasonableness applicable to his

below-Guidelines sentence and to show that the district court abused its discretion. Here, Hahn

admits that the district court “acknowledged” and “credited” his mitigating evidence. Id. at 15.

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No. 25-5712, United States v. Hahn

For example, the court discussed how Hahn “held a job,” that his friends and family wrote letters

detailing Hahn’s “positive” attributes, and that Hahn was “remorseful.” DE 38, Sent’g Hr. Tr.,

Page ID 240–41. But the district court also emphasized that Hahn committed “a profoundly serious

crime,” that he had not “come to complete terms with [his] conduct,” that a long sentence would

“protect the public,” and that he committed “continued, repeated acts of self-gratification . . . at

the [victim’s] expense.” Id. at 238–40, 242.

While the district court may have assigned greater weight to certain factors under § 3553—

such as the nature and circumstances of Hahn’s offense and the need for deterrence—that does not

mean that it unreasonably weighed these factors. See United States v. Gardner, 32 F.4th 504, 530–

32 (6th Cir. 2022). And to the extent Hahn argues that the district court should have balanced the

factors differently, that is “simply beyond the scope of our appellate review, which looks to

whether the sentence is reasonable, as opposed to whether in the first instance we would have

imposed the same sentence.” United States v. Sexton, 512 F.3d 326, 332 (6th Cir. 2008) (quotation

omitted). The mere fact that “the district court did not weigh the § 3553(a) factors as [Hahn]

hoped” does not mean that it abused its discretion in sentencing him. See Gardner, 32 F.4th at

531.

Hahn also argues that his sentence is substantively unreasonable because the district court

sentenced him disparately relative to similarly situated defendants also convicted of child

pornography related offenses. Under 18 U.S.C. § 3553 (a)(6), sentencing courts must consider

“the need to avoid unwarranted sentence disparities among defendants with similar records who

have been found guilty of similar conduct.”

To start, we reject the government’s claim that Hahn waived his sentencing disparity

argument through his representations in his sentencing memorandum. “Waiver is the intentional

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No. 25-5712, United States v. Hahn

relinquishment or abandonment of [a] right.” United States v. Russell, 26 F.4th 371, 374 (6th Cir.

2022) (citation modified). In this case, Hahn argued in his sentencing memorandum that the

district court would not create a sentencing disparity if it sentenced him to a below-Guidelines

sentence. Hahn specifically noted that defendants who received a sentencing enhancement

under U.S.S.G. § 4B1.5 were sentenced to an average of 324 months’ imprisonment. The district

court sentenced Hahn to 330 months’ imprisonment. Though Hahn made the general claim that a

below-Guidelines sentence would not result in a sentencing disparity, nothing in the record

indicates that he intentionally relinquished or abandoned any argument that his specific below-

Guidelines sentence would result in a sentencing disparity. Russell, 26 F.4th at 374. Indeed, by

noting that the average repeat offender received a sentence of 324 months’ imprisonment, Hahn

suggested that he—a first-time offender—should have received an even lower sentence than he

ultimately received. This is not the type of “intentional relinquishment or abandonment of [a]

right” that is necessary to waive this issue on appeal. Id.

In any event, Hahn’s sentencing disparity argument fails on the merits. First, § 3553(a)(6)

is generally “an improper vehicle” for challenging a within-Guidelines sentence. United States v.

Volkman, 797 F.3d 377, 400 (6th Cir. 2015). This is because “[t]he point of the [G]uidelines is to

decrease sentencing disparities,” which is “an objective furthered by a within-[G]uidelines

sentence, as opposed to a sentence that varies above or below the advisory [G]uidelines range.”

United States v. Swafford, 639 F.3d 265, 270 (6th Cir. 2011) (emphasis in original). And Hahn

already received a below-Guidelines sentence. Because Hahn is ultimately seeking an even lower

below-Guidelines sentence, any further variance by the district court may have been “more likely

to create disparities than eliminate them.” See id.

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No. 25-5712, United States v. Hahn

Second, Hahn “has not cited any case that finds a below-Guidelines sentence to be

substantively unreasonable solely because the sentence is significantly longer than the national

average.” United States v. Reynolds, 813 F. App’x 185, 197 (6th Cir. 2020). And although the

“sentencing data released by the Sentencing Commission should serve as a starting point for

district judges to avoid unwarranted sentence disparities,” United States v. Perez-Rodriguez, 960

F.3d 748, 756–57 (6th Cir. 2020) (citation modified), the district court adequately explained how

Hahn’s case differs from those of similarly situated defendants. The district court emphasized that

Hahn committed “a profoundly serious crime,” that Hahn had not “come to complete terms with

[his] conduct,” that a long sentence would “protect the public,” and that Hahn committed

“continued, repeated acts of self-gratification . . . at the [victim’s] expense.” DE 38, Sent’g Hr.

Tr., Page ID 238–40, 242. What is more, the district court sentenced Hahn to a below-Guidelines

sentence after explicitly noting that Hahn “did a good job of noting [the] kind of [national disparity]

arguments that are made . . . throughout the country as [it] relates to the [child pornography related]

[G]uidelines.” Id. at 242–43. Hahn has therefore not overcome his “demanding” burden to show

that the district court abused its discretion in sentencing him to a below-Guidelines sentence. See

Curry, 536 F.3d at 573.

IV.

For the foregoing reasons, we affirm the district court’s sentence.

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