Examiner Kyle Hwa-Kai Tseng

Grant ratio: 7.7% (15th percentile in Art Unit 2189 among examiners with at least 20 applications). Average office actions per grant: 1.50. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 7.7%
Average office actions / grant 1.50
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
100328
Primary art unit
2189
Work group
2180
Technology center
2100
Applications
52
Granted applications
4
Examiner phone
(571) 272-3731
Supervisor
Rehana Perveen
Supervisor phone
(571) 272-3676

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 13 34.4% 1.81
Group 178 52.5% 1.89
Tech Center 1,781 52.8% 2.19
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.92 100 office actions across 52 applications
Applications with office actions 100.0% 52 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 17 32.7%
2 OAs 25 48.1%
3 OAs 7 13.5%
4 OAs 3 5.8%
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% 2025: 17.4% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
202523417.4%
20262900.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 52 3.8% 3.8% 84.6% 5.8%
Action 2 35 11.4% 0.0% 85.7% 0.0%
Action 3 10 10.0% 0.0% 80.0% 0.0%
Action 4 3 33.3% 0.0% 66.7% 0.0%

Section 101 rejections

Last 3 years 8.0% 8 of 100 office actions
All years 8.0% 8 of 100 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

2024: AI examples
0.0%
2025: August memo
4.9%
13.2%

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.

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