Examiner Isis Ghali

Grant ratio: 25.2% (40th percentile in Art Unit 1611 among examiners with at least 20 applications). Average office actions per grant: 3.41. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 25.2%
Average office actions / grant 3.41
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
77330
Primary art unit
1611
Work group
1610
Technology center
1600
Applications
906
Granted applications
228
Examiner phone
(571) 272-0595
Supervisor
Bethany Barham
Supervisor phone
(571) 272-6175

Save this analysis

Download this examiner report.

Log in / Sign Up to export

Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 28 23.1% 2.51
Group 217 31.1% 2.42
Tech Center 1,373 38.0% 2.02
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.04 2,755 office actions across 906 applications
Applications with office actions 99.0% 897 applications
Office actionsApplicationsShare of applications
No OA observed 9 1.0%
1 OA 269 29.7%
2 OAs 215 23.7%
3 OAs 106 11.7%
4 OAs 127 14.0%
5+ OAs 180 19.9%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 7.1% 2008 2009: 13.0% 2009 2010: 17.6% 2010 2011: 32.1% 2011 2012: 44.9% 2012 2013: 27.6% 2013 2014: 19.0% 2014 2015: 21.6% 2015 2016: 23.3% 2016 2017: 17.9% 2017 2018: 23.7% 2018 2019: 39.5% 2019 2020: 28.6% 2020 2021: 45.3% 2021 2022: 22.2% 2022 2023: 51.4% 2023 2024: 38.1% 2024 2025: 15.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20085647.1%
200954713.0%
201051917.6%
2011561832.1%
2012492244.9%
2013581627.6%
2014631219.0%
2015511121.6%
2016601423.3%
201739717.9%
201838923.7%
2019431739.5%
2020351028.6%
2021532445.3%
202236822.2%
2023351851.4%
2024421638.1%
202540615.0%
20264700.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 897 0.0% 4.2% 87.2% 3.0%
Action 2 628 0.0% 1.9% 90.1% 3.3%
Action 3 413 0.0% 1.2% 93.7% 1.5%
Action 4 307 0.0% 1.3% 93.2% 1.0%
Action 5 180 0.0% 1.7% 94.4% 1.1%
Action 6 117 0.0% 0.9% 95.7% 1.7%
Action 7 72 0.0% 0.0% 97.2% 0.0%
Action 8 54 0.0% 1.9% 92.6% 0.0%
Action 9 31 0.0% 0.0% 93.5% 0.0%
Action 10 23 0.0% 0.0% 95.7% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 316 office actions
All years 0.0% 0 of 2,755 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%
0.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
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: 53. Merits outcomes: 29 affirmed, 3 affirmed in part, and 20 reversed.

Full reversal rate
38.5% 20/52 decisions
Full or partial reversal rate
44.2% 23/52 decisions
Median appeal duration
16.8 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Feb. 24, 2026 17/706,355 Reversed N/A
Jul. 16, 2025 17/278,704 Reversed §112
Jan. 6, 2025 16/425,646 Reversed §103
Nov. 21, 2024 16/084,291 Affirmed §103
Feb. 21, 2024 15/963,591 Affirmed §103 · §112
Sep. 1, 2023 16/293,551 Affirmed §103
Oct. 19, 2022 14/410,901 Affirmed §103
Nov. 22, 2021 15/326,531 Affirmed §103
May. 19, 2020 14/746,758 Reversed §103
May. 19, 2020 14/264,983 Reversed §103
Feb. 25, 2020 14/749,126 Affirmed §103
Dec. 31, 2019 15/385,638 Reversed §103 · §112

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

These are temporarily preserved for your convenience, but expire quickly for your security. We never save substantive inputs, pasted text, and/or uploaded files.

Jobs will appear here.