Examiner Yasamin Ekrami

Grant ratio: 38.4% (46th percentile in Art Unit 3794 among examiners with at least 20 applications). Average office actions per grant: 3.45. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 38.4%
Average office actions / grant 3.45
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
90870
Primary art unit
3794
Work group
3790
Technology center
3700
Applications
315
Granted applications
121
Examiner phone
(571) 272-9803
Supervisor
Joanne M. Hoffman
Supervisor phone
(303) 297-4276

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 48 39.8% 2.24
Group 334 38.9% 2.25
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.04 958 office actions across 315 applications
Applications with office actions 98.7% 311 applications
Office actionsApplicationsShare of applications
No OA observed 4 1.3%
1 OA 82 26.0%
2 OAs 76 24.1%
3 OAs 49 15.6%
4 OAs 40 12.7%
5+ OAs 64 20.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2014: 20.0% 2014 2015: 42.9% 2015 2016: 47.4% 2016 2017: 38.5% 2017 2018: 29.0% 2018 2019: 42.9% 2019 2020: 55.6% 2020 2021: 44.0% 2021 2022: 45.8% 2022 2023: 50.0% 2023 2024: 20.0% 2024 2025: 0.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20145120.0%
2015351542.9%
2016381847.4%
2017261038.5%
201831929.0%
2019492142.9%
2020271555.6%
2021251144.0%
2022241145.8%
202316850.0%
202410220.0%
20251200.0%
20261700.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 311 0.3% 6.8% 88.4% 2.6%
Action 2 229 0.0% 3.9% 92.1% 1.3%
Action 3 153 0.0% 1.3% 91.5% 3.9%
Action 4 104 0.0% 1.9% 92.3% 5.8%
Action 5 64 0.0% 1.6% 96.9% 0.0%
Action 6 40 0.0% 2.5% 92.5% 2.5%
Action 7 24 0.0% 0.0% 95.8% 0.0%
Action 8 16 0.0% 0.0% 93.8% 6.3%
Action 9 9 0.0% 0.0% 77.8% 11.1%
Action 10 5 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 90 office actions
All years 0.1% 1 of 958 office actions
Change -0.1 pts Percentage points

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

By year

2014: Alice
1.4%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
0.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 15. Merits outcomes: 6 affirmed, 1 affirmed in part, and 8 reversed.

Full reversal rate
53.3% 8/15 decisions
Full or partial reversal rate
60.0% 9/15 decisions
Median appeal duration
9.4 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Aug. 15, 2025 15/965,692 Affirmed §103 · §112 · §120
Jul. 3, 2025 15/519,835 Reversed §103
Jun. 23, 2025 15/966,739 Affirmed in part §100 · §103 · §120
Dec. 26, 2024 15/968,347 Affirmed §103
Jul. 31, 2023 15/587,743 Affirmed §112
Aug. 15, 2022 15/519,051 Reversed §103
Feb. 16, 2022 15/422,557 Affirmed §103
Dec. 20, 2021 15/537,931 Affirmed §103
Dec. 31, 2020 14/239,658 Reversed §103 · §112
May. 29, 2020 15/535,566 Reversed §103
Dec. 23, 2019 13/358,337 Reversed §103 · §112
Sep. 23, 2019 14/747,523 Reversed §103 · §112

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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