Examiner Lisa Hashem

Grant ratio: 67.6% (39th percentile in Art Unit 2653 among examiners with at least 20 applications). Average office actions per grant: 2.01. Most common rejection type: §102.

Recently active Last office action in data: August 2026
Grant ratio 67.6%
Average office actions / grant 2.01
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
79892
Primary art unit
2653
Work group
2650
Technology center
2600
Applications
380
Granted applications
257
Examiner phone
(571) 272-7542
Supervisor
Carolyn Edwards
Supervisor phone
(571) 270-7136

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 21 56.9% 1.70
Group 210 59.4% 1.87
Tech Center 1,754 57.4% 1.88
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.92 729 office actions across 380 applications
Applications with office actions 100.0% 380 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 182 47.9%
2 OAs 108 28.4%
3 OAs 54 14.2%
4 OAs 22 5.8%
5+ OAs 14 3.7%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 59.5% 2008 2009: 18.8% 2009 2010: 40.0% 2010 2011: 60.5% 2011 2012: 67.7% 2012 2013: 66.7% 2013 2014: 100.0% 2014 2015: 50.0% 2015 2016: 88.9% 2016 2017: 80.0% 2017 2018: 95.2% 2018 2019: 89.5% 2019 2020: 66.7% 2020 2021: 84.0% 2021 2022: 96.0% 2022 2023: 76.2% 2023 2024: 95.7% 2024 2025: 63.6% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008372259.5%
200916318.8%
201015640.0%
2011432660.5%
2012312167.7%
201312866.7%
201466100.0%
20152150.0%
20169888.9%
2017201680.0%
2018212095.2%
2019191789.5%
20209666.7%
2021252184.0%
2022252496.0%
2023211676.2%
2024232295.7%
2025221463.6%
20262400.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 380 1.8% 49.2% 21.6% 5.5%
Action 2 198 2.5% 33.3% 36.4% 9.6%
Action 3 90 6.7% 25.6% 35.6% 18.9%
Action 4 36 5.6% 19.4% 50.0% 16.7%
Action 5 14 7.1% 14.3% 42.9% 7.1%
Action 6 7 0.0% 14.3% 42.9% 0.0%
Action 7 3 0.0% 0.0% 33.3% 0.0%
Action 8 1 0.0% 0.0% 0.0% 100.0%

Section 101 rejections

Last 3 years 0.0% 0 of 111 office actions
All years 2.9% 21 of 729 office actions
Change -2.9 pts Percentage points

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

By year

1.6%
0.0%
0.0%
6.5%
8.5%
13.3%
2014: Alice
25.0%
0.0%
5.1%
1.6%
2.2%
2019: PEG
2.2%
0.0%
2.4%
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: 2. Merits outcomes: 0 affirmed, 1 affirmed in part, and 1 reversed.

Full reversal rate
50.0% 1/2 decisions
Full or partial reversal rate
100.0% 2/2 decisions
Median appeal duration
16.7 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Apr. 27, 2020 14/870,458 Affirmed in part §102 · §103 · §112
Jul. 9, 2010 09/959,496 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.

Job History

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