Examiner David Choi

Grant ratio: 7.4% (15th percentile in Art Unit 3684 among examiners with at least 20 applications). Average office actions per grant: 2.00. Most common rejection type: §103.

Recently active Last office action in data: October 2026
Grant ratio 7.4%
Average office actions / grant 2.00
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO Very hard

Examiner record

Examiner ID
97923
Primary art unit
3684
Work group
3680
Technology center
3600
Applications
108
Granted applications
8
Examiner phone
(571) 272-3931

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 25 34.4% 2.47
Group 285 28.3% 2.80
Tech Center 2,394 45.5% 2.12
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 2.42 261 office actions across 108 applications
Applications with office actions 99.1% 107 applications
Office actionsApplicationsShare of applications
No OA observed 1 0.9%
1 OA 34 31.5%
2 OAs 36 33.3%
3 OAs 12 11.1%
4 OAs 14 13.0%
5+ OAs 11 10.2%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2023: 25.0% 2023 2024: 11.5% 2024 2025: 4.3% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
202316425.0%
202426311.5%
20252314.3%
20264300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 107 3.7% 3.7% 93.5% 0.0%
Action 2 73 15.1% 1.4% 82.2% 0.0%
Action 3 37 24.3% 0.0% 75.7% 0.0%
Action 4 25 28.0% 0.0% 72.0% 0.0%
Action 5 11 36.4% 0.0% 63.6% 0.0%
Action 6 6 33.3% 0.0% 50.0% 0.0%
Action 7 1 100.0% 0.0% 0.0% 0.0%
Action 8 1 100.0% 0.0% 0.0% 0.0%

Section 101 rejections

Last 3 years 16.4% 37 of 226 office actions
All years 14.9% 39 of 261 office actions
Change +1.4 pts Percentage points

Last 3 years: 2023-10-23–2026-10-23. All years includes every dated office action in the data.

By year

6.1%
2024: AI examples
5.3%
2025: August memo
24.4%
22.0%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 3. Merits outcomes: 2 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
33.3% 1/3 decisions
Full or partial reversal rate
33.3% 1/3 decisions
Median appeal duration
8.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Sep. 17, 2026 17/188,590 Reversed §101
Oct. 30, 2025 17/206,187 Affirmed §101 · §103
Oct. 27, 2025 17/308,561 Affirmed §101 · §103

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Oct. 30, 2026.

Job History

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