Examiner Vy Huy Ho

Grant ratio: 67.9% (28th percentile in Art Unit 2497 among examiners with at least 20 applications). Average office actions per grant: 2.78. Most common rejection type: §103.

Appears inactive Last office action in data: October 2023
Grant ratio 67.9%
Average office actions / grant 2.78
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
95510
Primary art unit
2497
Work group
2490
Technology center
2400
Applications
53
Granted applications
36

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 26 66.5% 1.93
Group 198 61.4% 2.06
Tech Center 1,754 58.4% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.89 191 office actions across 66 applications
Applications with office actions 100.0% 66 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 11 16.7%
2 OAs 20 30.3%
3 OAs 16 24.2%
4 OAs 8 12.1%
5+ OAs 11 16.7%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2021: 53.3% 2021 2022: 68.4% 2022 2023: 78.9% 2023

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
202115853.3%
2022191368.4%
2023191578.9%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 66 0.0% 0.0% 98.5% 1.5%
Action 2 55 0.0% 0.0% 100.0% 0.0%
Action 3 35 0.0% 0.0% 100.0% 0.0%
Action 4 19 0.0% 0.0% 100.0% 0.0%
Action 5 11 0.0% 0.0% 100.0% 0.0%
Action 6 4 0.0% 0.0% 100.0% 0.0%
Action 7 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 10 office actions
All years 0.0% 0 of 191 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%

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

PTAB appeals

Matched decisions: 1. Merits outcomes: 1 affirmed, 0 affirmed in part, and 0 reversed.

Full reversal rate
0.0% 0/1 decisions
Full or partial reversal rate
0.0% 0/1 decisions
Median appeal duration
11.0 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
May. 10, 2024 16/294,066 Affirmed N/A

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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