Examiner Seong-Ah A. Shin

Grant ratio: 70.2% (61st percentile in Art Unit 2659 among examiners with at least 20 applications). Average office actions per grant: 2.17. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 70.2%
Average office actions / grant 2.17
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
90194
Primary art unit
2659
Work group
2650
Technology center
2600
Applications
440
Granted applications
309
Examiner phone
(571) 272-5933
Supervisor
Pierre-Louis Desir
Supervisor phone
(571) 272-7799

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 27 58.8% 1.91
Group 210 59.4% 1.87
Tech Center 1,754 57.4% 1.88
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.18 958 office actions across 440 applications
Applications with office actions 99.3% 437 applications
Office actionsApplicationsShare of applications
No OA observed 3 0.7%
1 OA 159 36.1%
2 OAs 164 37.3%
3 OAs 46 10.5%
4 OAs 34 7.7%
5+ OAs 34 7.7%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2013: 0.0% 2013 2014: 59.1% 2014 2015: 58.6% 2015 2016: 80.5% 2016 2017: 77.8% 2017 2018: 82.9% 2018 2019: 79.5% 2019 2020: 78.6% 2020 2021: 91.4% 2021 2022: 67.6% 2022 2023: 87.8% 2023 2024: 83.9% 2024 2025: 45.2% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2013300.0%
2014221359.1%
2015291758.6%
2016413380.5%
2017362877.8%
2018413482.9%
2019393179.5%
2020282278.6%
2021353291.4%
2022342367.6%
2023413687.8%
2024312683.9%
2025311445.2%
20262900.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 437 6.4% 7.6% 81.5% 1.6%
Action 2 278 10.1% 5.4% 82.4% 0.7%
Action 3 114 9.6% 2.6% 85.1% 0.0%
Action 4 68 14.7% 4.4% 79.4% 1.5%
Action 5 34 8.8% 5.9% 85.3% 0.0%
Action 6 18 16.7% 5.6% 77.8% 0.0%
Action 7 7 14.3% 0.0% 85.7% 0.0%
Action 8 2 50.0% 0.0% 50.0% 0.0%

Section 101 rejections

Last 3 years 13.3% 24 of 181 office actions
All years 8.9% 85 of 958 office actions
Change +4.4 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

0.0%
0.0%
2014: Alice
0.0%
1.2%
4.5%
19.8%
42.5%
2019: PEG
2.5%
3.0%
3.2%
0.0%
1.4%
2024: AI examples
11.9%
2025: August memo
10.7%
28.2%

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

PTAB appeals

Matched decisions: 8. Merits outcomes: 5 affirmed, 1 affirmed in part, and 2 reversed.

Full reversal rate
25.0% 2/8 decisions
Full or partial reversal rate
37.5% 3/8 decisions
Median appeal duration
13.7 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Jan. 28, 2025 17/142,894 Affirmed §103
May. 24, 2023 16/362,035 Affirmed in part New ground of rejection §103
Mar. 28, 2023 16/219,130 Affirmed §102 · §103
Nov. 18, 2022 16/296,669 Reversed §101
Aug. 3, 2020 15/277,145 Affirmed §101
Jun. 30, 2017 12/471,167 Affirmed §103
Jan. 23, 2017 13/219,680 Affirmed §101 · §102 · §103 · §112
Jun. 27, 2016 13/483,544 Reversed §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 Aug. 27, 2026.

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