Examiner Rakesh Dhingra

Grant ratio: 56.2% (76th percentile in Art Unit 1716 among examiners with at least 20 applications). Average office actions per grant: 2.36. Most common rejection type: §103.

Appears inactive Last office action in data: July 2021
Grant ratio 56.2%
Average office actions / grant 2.36
Compared with Art unit Very easy
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
81012
Primary art unit
1716
Work group
1710
Technology center
1700
Applications
691
Granted applications
388

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 21 41.6% 2.46
Group 162 46.9% 2.19
Tech Center 1,792 44.3% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.39 1,664 office actions across 695 applications
Applications with office actions 100.0% 695 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 201 28.9%
2 OAs 241 34.7%
3 OAs 125 18.0%
4 OAs 77 11.1%
5+ OAs 51 7.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 48.0% 2008 2009: 48.6% 2009 2010: 55.8% 2010 2011: 38.3% 2011 2012: 49.4% 2012 2013: 36.8% 2013 2014: 53.1% 2014 2015: 64.3% 2015 2016: 53.7% 2016 2017: 74.3% 2017 2018: 74.5% 2018 2019: 67.5% 2019 2020: 78.0% 2020 2021: 92.9% 2021

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008502448.0%
2009743648.6%
2010522955.8%
2011471838.3%
2012793949.4%
2013572136.8%
2014643453.1%
2015281864.3%
2016542953.7%
2017352674.3%
2018473574.5%
2019402767.5%
2020503978.0%
2021141392.9%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 695 0.0% 1.6% 69.5% 4.7%
Action 2 494 0.0% 1.8% 76.1% 6.5%
Action 3 253 0.0% 1.6% 81.0% 7.5%
Action 4 128 0.0% 0.8% 83.6% 7.8%
Action 5 51 0.0% 0.0% 86.3% 7.8%
Action 6 23 0.0% 0.0% 91.3% 0.0%
Action 7 13 0.0% 0.0% 76.9% 23.1%
Action 8 4 0.0% 0.0% 75.0% 0.0%
Action 9 3 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 0.0% 0 of 1,664 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%
0.0%
0.0%
0.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%

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

PTAB appeals

Matched decisions: 23. Merits outcomes: 12 affirmed, 2 affirmed in part, and 9 reversed.

Full reversal rate
39.1% 9/23 decisions
Full or partial reversal rate
47.8% 11/23 decisions
Median appeal duration
17.3 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Dec. 22, 2020 14/785,009 Affirmed §103 · §112
Jan. 27, 2020 13/432,599 Affirmed §103
Nov. 7, 2019 13/542,068 Affirmed §103
Mar. 27, 2019 13/764,832 Affirmed §103
Feb. 28, 2018 13/502,829 Affirmed §103
Sep. 12, 2017 12/914,997 Affirmed §103
Mar. 29, 2017 11/918,187 Reversed §103
Apr. 28, 2016 12/779,904 Affirmed §103
Mar. 31, 2016 13/980,452 Reversed N/A
Dec. 22, 2015 12/352,641 Reversed N/A
May. 18, 2015 12/253,657 Reversed N/A
Mar. 25, 2015 12/121,072 Affirmed in part 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 Aug. 27, 2026.

Job History

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