Examiner David R Byrnes

Grant ratio: 54.5% (36th percentile in Art Unit 1662 among examiners with at least 20 applications). Average office actions per grant: 1.72. Most common rejection type: §112.

Recently active Last office action in data: August 2026
Grant ratio 54.5%
Average office actions / grant 1.72
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
95390
Primary art unit
1662
Work group
1660
Technology center
1600
Applications
277
Granted applications
151
Examiner phone
(571) 270-3935
Supervisor
Joe Zhou
Supervisor phone
(571) 272-0724

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 20 50.6% 1.65
Group 57 59.4% 1.46
Tech Center 1,373 38.0% 2.02
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.99 551 office actions across 277 applications
Applications with office actions 99.3% 275 applications
Office actionsApplicationsShare of applications
No OA observed 2 0.7%
1 OA 143 51.6%
2 OAs 68 24.5%
3 OAs 26 9.4%
4 OAs 18 6.5%
5+ OAs 20 7.2%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2020: 0.0% 2020 2021: 83.7% 2021 2022: 79.1% 2022 2023: 89.1% 2023 2024: 69.8% 2024 2025: 18.2% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2020200.0%
2021433683.7%
2022433479.1%
2023464189.1%
2024433069.8%
2025551018.2%
20264500.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 275 1.8% 21.1% 20.7% 40.7%
Action 2 132 0.0% 14.4% 35.6% 43.2%
Action 3 64 0.0% 17.2% 51.6% 26.6%
Action 4 38 0.0% 15.8% 47.4% 31.6%
Action 5 20 0.0% 0.0% 50.0% 35.0%
Action 6 12 0.0% 0.0% 41.7% 41.7%
Action 7 7 0.0% 14.3% 28.6% 28.6%
Action 8 3 0.0% 33.3% 33.3% 33.3%

Section 101 rejections

Last 3 years 0.7% 2 of 295 office actions
All years 0.9% 5 of 551 office actions
Change -0.2 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%
2.2%
1.1%
2024: AI examples
0.0%
2025: August memo
0.9%
2.0%

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

PTAB appeals

No PTAB decisions could be matched to this examiner.

Older and transferred applications may not have a reliable examiner match. Data through Aug. 27, 2026.

Job History

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