Examiner Zahed Kabir

Grant ratio: 72.1% (90th percentile in Art Unit 3792 among examiners with at least 20 applications). Average office actions per grant: 2.07. Most common rejection type: §103.

Appears inactive Last office action in data: October 2022
Grant ratio 72.1%
Average office actions / grant 2.07
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
90419
Primary art unit
3792
Work group
3790
Technology center
3700
Applications
190
Granted applications
137

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 52 39.5% 2.30
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 1.98 384 office actions across 194 applications
Applications with office actions 100.0% 194 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 84 43.3%
2 OAs 67 34.5%
3 OAs 23 11.9%
4 OAs 14 7.2%
5+ OAs 6 3.1%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2016: 60.0% 2016 2017: 56.5% 2017 2018: 72.7% 2018 2019: 66.7% 2019 2020: 81.6% 2020 2021: 85.2% 2021 2022: 65.4% 2022

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20165360.0%
2017231356.5%
2018443272.7%
2019271866.7%
2020383181.6%
2021272385.2%
2022261765.4%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 194 1.0% 4.6% 90.2% 2.1%
Action 2 110 0.0% 6.4% 91.8% 1.8%
Action 3 43 2.3% 4.7% 90.7% 2.3%
Action 4 20 0.0% 0.0% 100.0% 0.0%
Action 5 6 0.0% 0.0% 100.0% 0.0%
Action 6 4 0.0% 25.0% 75.0% 0.0%
Action 7 5 0.0% 0.0% 60.0% 20.0%
Action 8 1 0.0% 0.0% 100.0% 0.0%
Action 9 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 0.8% 3 of 384 office actions
Change N/A 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%
0.0%
0.0%
1.4%
0.0%
2019: PEG
0.0%
0.0%
0.0%
5.6%

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

PTAB appeals

Matched decisions: 2. Merits outcomes: 1 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
50.0% 1/2 decisions
Full or partial reversal rate
50.0% 1/2 decisions
Median appeal duration
13.8 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jan. 22, 2020 14/387,858 Reversed §103
Oct. 31, 2019 14/867,646 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.

Job History

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