Examiner Lisa Hashem

Grant ratio: 10.0% (18th percentile in Art Unit 2653 among examiners with at least 20 applications). Average office actions per grant: 3.00. Most common rejection type: §103.

Recently active Last office action in data: June 2026
Grant ratio 10.0%
Average office actions / grant 3.00
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
70378
Primary art unit
2653
Work group
2650
Technology center
2600
Applications
20
Granted applications
2
Examiner phone
(571) 272-7542

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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 1.70 34 office actions across 20 applications
Applications with office actions 75.0% 15 applications
Office actionsApplicationsShare of applications
No OA observed 5 25.0%
1 OA 3 15.0%
2 OAs 5 25.0%
3 OAs 7 35.0%
4 OAs 0 0.0%
5+ OAs 0 0.0%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 0.0% 2008 2009: 20.0% 2009 2012: 0.0% 2012 2014: 0.0% 2014 2015: 0.0% 2015 2016: 100.0% 2016 2017: 0.0% 2017 2025: 0.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008100.0%
20095120.0%
2012100.0%
2014100.0%
2015300.0%
201611100.0%
2017300.0%
2025100.0%
2026400.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 15 0.0% 26.7% 73.3% 0.0%
Action 2 12 0.0% 8.3% 66.7% 0.0%
Action 3 7 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 6 office actions
All years 0.0% 0 of 34 office actions
Change 0.0 pts 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%
2014: Alice
0.0%
0.0%
0.0%
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: 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
19.7 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 7, 2018 14/062,985 Reversed §103
Jun. 25, 2012 10/456,242 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.

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