Examiner Thuyhang Nguyen

Grant ratio: 75.2% (78th percentile in Art Unit 3741 among examiners with at least 20 applications). Average office actions per grant: 1.82. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 75.2%
Average office actions / grant 1.82
Compared with Art unit About average
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
93181
Primary art unit
3741
Work group
3740
Technology center
3700
Applications
419
Granted applications
315
Examiner phone
(571) 272-5317
Supervisor
Devon Kramer
Supervisor phone
(571) 272-7118

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 54 64.4% 1.81
Group 444 57.6% 1.86
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.91 802 office actions across 419 applications
Applications with office actions 99.3% 416 applications
Office actionsApplicationsShare of applications
No OA observed 3 0.7%
1 OA 208 49.6%
2 OAs 114 27.2%
3 OAs 43 10.3%
4 OAs 35 8.4%
5+ OAs 16 3.8%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2016: 75.0% 2016 2017: 72.7% 2017 2018: 69.0% 2018 2019: 75.7% 2019 2020: 74.5% 2020 2021: 78.9% 2021 2022: 97.7% 2022 2023: 88.0% 2023 2024: 93.9% 2024 2025: 45.7% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20168675.0%
2017221672.7%
2018422969.0%
2019372875.7%
2020554174.5%
2021383078.9%
2022444397.7%
2023504488.0%
2024666293.9%
2025351645.7%
20262200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 416 0.7% 6.7% 80.3% 8.7%
Action 2 208 1.0% 5.3% 91.3% 1.4%
Action 3 94 1.1% 6.4% 89.4% 3.2%
Action 4 51 0.0% 2.0% 98.0% 0.0%
Action 5 16 0.0% 12.5% 87.5% 0.0%
Action 6 11 0.0% 9.1% 90.9% 0.0%
Action 7 4 0.0% 25.0% 75.0% 0.0%
Action 8 1 0.0% 100.0% 0.0% 0.0%
Action 9 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 2.0% 4 of 202 office actions
All years 0.7% 6 of 802 office actions
Change +1.2 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%
0.0%
0.0%
2019: PEG
0.0%
0.0%
1.5%
1.3%
2.4%
2024: AI examples
2.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 7. Merits outcomes: 6 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
14.3% 1/7 decisions
Full or partial reversal rate
14.3% 1/7 decisions
Median appeal duration
8.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Apr. 17, 2024 14/935,005 Affirmed N/A
May. 25, 2022 14/768,387 Affirmed §102 · §103
Sep. 7, 2021 16/056,101 Affirmed §103
Sep. 1, 2021 14/986,101 Affirmed §103
Apr. 5, 2021 15/079,538 Affirmed §103
Jul. 2, 2020 14/949,047 Affirmed §102 · §112
May. 22, 2020 14/556,315 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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