Examiner Sana Al Hashemi

Grant ratio: 83.8% (88th percentile in Art Unit 2156 among examiners with at least 20 applications). Average office actions per grant: 2.13. Most common rejection type: §103.

Appears inactive Last office action in data: December 2022
Grant ratio 83.8%
Average office actions / grant 2.13
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO About average

Examiner record

Examiner ID
79352
Primary art unit
2156
Work group
2150
Technology center
2100
Applications
724
Granted applications
607

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 22 58.6% 2.62
Group 119 59.3% 2.64
Tech Center 1,781 52.8% 2.19
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.22 1,656 office actions across 746 applications
Applications with office actions 100.0% 746 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 350 46.9%
2 OAs 186 24.9%
3 OAs 77 10.3%
4 OAs 56 7.5%
5+ OAs 77 10.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 66.7% 2008 2009: 80.0% 2009 2010: 84.2% 2010 2011: 92.9% 2011 2012: 79.0% 2012 2013: 84.7% 2013 2014: 85.7% 2014 2015: 78.3% 2015 2016: 79.7% 2016 2017: 96.6% 2017 2018: 76.2% 2018 2019: 80.6% 2019 2020: 88.2% 2020 2021: 87.1% 2021 2022: 96.2% 2022

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008302066.7%
2009252080.0%
2010383284.2%
2011423992.9%
2012624979.0%
2013726184.7%
2014564885.7%
2015463678.3%
2016645179.7%
2017292896.6%
2018423276.2%
2019625080.6%
2020343088.2%
2021706187.1%
2022525096.2%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 746 3.2% 44.2% 29.5% 1.5%
Action 2 396 2.3% 41.9% 43.7% 2.5%
Action 3 210 1.9% 27.1% 63.8% 2.4%
Action 4 133 0.0% 21.8% 69.2% 2.3%
Action 5 77 1.3% 26.0% 70.1% 1.3%
Action 6 45 2.2% 15.6% 82.2% 0.0%
Action 7 25 4.0% 12.0% 80.0% 4.0%
Action 8 9 0.0% 22.2% 77.8% 0.0%
Action 9 5 0.0% 40.0% 60.0% 0.0%
Action 10 5 0.0% 20.0% 80.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 2.5% 41 of 1,656 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

5.8%
0.0%
0.0%
0.0%
0.0%
0.7%
2014: Alice
2.4%
0.9%
3.6%
2.4%
4.2%
2019: PEG
4.1%
5.3%
4.4%
2.1%

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

PTAB appeals

Matched decisions: 30. Merits outcomes: 8 affirmed, 1 affirmed in part, and 20 reversed.

Full reversal rate
69.0% 20/29 decisions
Full or partial reversal rate
72.4% 21/29 decisions
Median appeal duration
30.8 months
New grounds of rejection
3
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 15, 2023 16/268,157 Affirmed §102
Jan. 28, 2019 14/056,491 Reversed §102 · §103
Aug. 30, 2016 13/215,726 Reversed §102
Aug. 10, 2016 12/624,526 Reversed §101 · §103
Jul. 28, 2016 12/291,496 Affirmed §103
Mar. 24, 2016 12/816,061 Reversed New ground of rejection §101 · §102 · §112
Mar. 18, 2016 12/023,283 Reversed §103
Mar. 17, 2016 12/545,737 Reversed §103
Feb. 11, 2016 13/370,188 Reversed §102 · §103
Jul. 2, 2015 12/007,966 Reversed New ground of rejection N/A
May. 4, 2015 11/154,867 Affirmed N/A
Dec. 16, 2014 12/416,896 Reversed §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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