Examiner Ankush Singal

Grant ratio: 81.7% (55th percentile in Art Unit 2895 among examiners with at least 20 applications). Average office actions per grant: 1.93. Most common rejection type: §103.

Appears inactive Last office action in data: August 2020
Grant ratio 81.7%
Average office actions / grant 1.93
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO Very easy

Examiner record

Examiner ID
82538
Primary art unit
2895
Work group
2890
Technology center
2800
Applications
656
Granted applications
536

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 27 71.8% 1.56
Group 297 52.1% 1.76
Tech Center 2,435 61.3% 1.69
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 2.00 1,315 office actions across 657 applications
Applications with office actions 100.0% 657 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 299 45.5%
2 OAs 196 29.8%
3 OAs 83 12.6%
4 OAs 48 7.3%
5+ OAs 31 4.7%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 50.8% 2008 2009: 78.4% 2009 2010: 80.9% 2010 2011: 84.3% 2011 2012: 83.8% 2012 2013: 84.9% 2013 2014: 78.9% 2014 2015: 80.6% 2015 2016: 82.5% 2016 2017: 100.0% 2017 2018: 92.9% 2018 2019: 100.0% 2019 2020: 100.0% 2020

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008633250.8%
2009886978.4%
2010473880.9%
2011705984.3%
2012746283.8%
2013534584.9%
2014383078.9%
2015625080.6%
2016403382.5%
20172525100.0%
2018423992.9%
20192525100.0%
20202929100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 657 0.5% 15.8% 76.6% 3.3%
Action 2 358 0.0% 7.5% 88.5% 2.2%
Action 3 162 0.0% 5.6% 92.0% 2.5%
Action 4 79 0.0% 6.3% 88.6% 2.5%
Action 5 31 0.0% 6.5% 93.5% 0.0%
Action 6 17 0.0% 11.8% 88.2% 0.0%
Action 7 7 0.0% 0.0% 100.0% 0.0%
Action 8 3 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 0.2% 3 of 1,315 office actions
Change N/A Percentage points

Last 3 years: 2023-10-23–2026-10-23. All years includes every dated office action in the data.

By year

0.0%
0.0%
0.0%
0.0%
0.7%
0.0%
2014: Alice
0.0%
0.0%
0.0%
2.0%
1.7%
2019: PEG
0.0%
0.0%

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

PTAB appeals

Matched decisions: 5. Merits outcomes: 1 affirmed, 0 affirmed in part, and 4 reversed.

Full reversal rate
80.0% 4/5 decisions
Full or partial reversal rate
80.0% 4/5 decisions
Median appeal duration
31.0 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 13, 2016 13/325,881 Reversed §102 · §103
Aug. 31, 2015 10/923,123 Reversed N/A
Apr. 21, 2015 12/572,277 Reversed N/A
Sep. 17, 2013 11/775,727 Reversed N/A
Jan. 26, 2013 10/539,224 Affirmed N/A

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 Oct. 30, 2026.

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