Examiner Randy K Baldwin

Grant ratio: 66.3% (68th percentile in Art Unit 2125 among examiners with at least 20 applications). Average office actions per grant: 2.09. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 66.3%
Average office actions / grant 2.09
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center Very easy
Compared with USPTO About average

Examiner record

Examiner ID
94552
Primary art unit
2125
Work group
2120
Technology center
2100
Applications
243
Granted applications
161
Examiner phone
(571) 270-5222
Supervisor
Kamran Afshar
Supervisor phone
(571) 272-7796

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 33 44.1% 1.84
Group 333 45.2% 1.98
Tech Center 1,781 52.8% 2.19
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.90 461 office actions across 243 applications
Applications with office actions 92.6% 225 applications
Office actionsApplicationsShare of applications
No OA observed 18 7.4%
1 OA 109 44.9%
2 OAs 64 26.3%
3 OAs 15 6.2%
4 OAs 20 8.2%
5+ OAs 17 7.0%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2019: 60.0% 2019 2020: 55.6% 2020 2021: 92.9% 2021 2022: 70.6% 2022 2023: 85.0% 2023 2024: 85.0% 2024 2025: 45.2% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201915960.0%
2020362055.6%
2021282692.9%
2022342470.6%
2023403485.0%
2024403485.0%
2025311445.2%
20261900.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 225 8.0% 24.4% 48.9% 12.0%
Action 2 116 7.8% 14.7% 69.8% 6.9%
Action 3 52 3.8% 30.8% 65.4% 0.0%
Action 4 37 5.4% 24.3% 67.6% 2.7%
Action 5 17 0.0% 35.3% 64.7% 0.0%
Action 6 9 11.1% 22.2% 55.6% 11.1%
Action 7 3 33.3% 33.3% 33.3% 0.0%
Action 8 2 0.0% 50.0% 50.0% 0.0%

Section 101 rejections

Last 3 years 15.9% 20 of 126 office actions
All years 7.2% 33 of 461 office actions
Change +8.7 pts Percentage points

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

By year

2019: PEG
0.0%
0.0%
4.5%
3.7%
12.7%
2024: AI examples
12.2%
2025: August memo
20.6%
21.1%

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

PTAB appeals

Matched decisions: 8. Merits outcomes: 6 affirmed, 0 affirmed in part, and 2 reversed.

Full reversal rate
25.0% 2/8 decisions
Full or partial reversal rate
25.0% 2/8 decisions
Median appeal duration
9.2 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 23, 2026 17/349,645 Affirmed §101 · §103
Jan. 21, 2026 16/530,714 Reversed §103
Jan. 17, 2024 16/136,553 Affirmed §103
Nov. 10, 2022 15/354,377 Affirmed §103
Apr. 15, 2022 15/299,124 Affirmed §101 · §103 · §112
Dec. 10, 2021 15/586,602 Reversed §103 · §112 · §120
Dec. 7, 2021 15/258,298 Affirmed §101 · §103
Nov. 16, 2021 15/258,287 Affirmed §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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