Examiner Angelie T Ngo

Grant ratio: 32.0% (10th percentile in Art Unit 2416 among examiners with at least 20 applications). Average office actions per grant: 2.12. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 32.0%
Average office actions / grant 2.12
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center About average
Compared with USPTO Very hard

Examiner record

Examiner ID
97059
Primary art unit
2416
Work group
2410
Technology center
2400
Applications
103
Granted applications
33
Examiner phone
(571) 272-0180
Supervisor
Noel Beharry
Supervisor phone
(571) 270-5630

Save this analysis

Download this examiner report.

Log in / Sign Up to export

Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 25 55.2% 2.01
Group 166 51.7% 1.94
Tech Center 1,754 58.4% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.83 292 office actions across 103 applications
Applications with office actions 100.0% 103 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 25 24.3%
2 OAs 33 32.0%
3 OAs 14 13.6%
4 OAs 14 13.6%
5+ OAs 17 16.5%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2022: 100.0% 2022 2023: 82.4% 2023 2024: 70.0% 2024 2025: 20.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
202211100.0%
2023171482.4%
2024201470.0%
202520420.0%
20264500.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 103 0.0% 5.8% 91.3% 1.9%
Action 2 78 0.0% 0.0% 100.0% 0.0%
Action 3 45 0.0% 4.4% 93.3% 0.0%
Action 4 31 0.0% 0.0% 96.8% 3.2%
Action 5 17 0.0% 0.0% 100.0% 0.0%
Action 6 12 0.0% 8.3% 91.7% 0.0%
Action 7 5 0.0% 0.0% 100.0% 0.0%
Action 8 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 245 office actions
All years 0.0% 0 of 292 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%
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

No PTAB decisions could be matched to this examiner.

Older and transferred applications may not have a reliable examiner match. 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.