AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Judy Dao Tran

Examiner Judy Dao Tran appears to be about average relative to their peer examiners. Their lifetime grant ratio is 40.4%, they average 1.56 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 1.56
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Examiner Details

Observed Examiner Years
4 years (2023-2026)
Phone
(571) 270-0085
Predicted Supervisor
Michelle Iacoletti
Supervisor Phone
(571) 270-5789
Tech Center
2800 - Semiconductors, Electrical and Optical Systems and Components
Group
2870 - Optics / Photocopying

Metrics

Applications Evaluated
89
Granted Applications
36
Non-Granted Applications
53
Avg OA / Grant
1.56
Last OA Observed
June 2026 (0 months ago)
Art Units Seen
2877
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 40.4% 1.56
Art Unit 54 59.6% 1.47
Group 348 62.2% 1.71
Tech Center 2,395 63.3% 1.69
USPTO 16,348 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2023 2024 2025 2026
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
No observed data before 2023; examiner may not yet have been active in the available dataset.
2023 7 7 100.0%
2024 23 15 65.2%
2025 38 14 36.8%
2026 21 0 0.0%

36 family-cache-validated grants; 1 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 81 2.5% 1.2% 82.7% 12.3%
2 40 0.0% 0.0% 90.0% 10.0%
3 19 0.0% 5.3% 89.5% 5.3%
4 9 0.0% 0.0% 88.9% 11.1%
5 2 0.0% 0.0% 100.0% 0.0%
6 1 0.0% 0.0% 0.0% 0.0%
7 1 0.0% 0.0% 100.0% 0.0%
8 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
0.0%
2023
0.0%
2024
0.0%
2025
8.7%
2026

Each bar shows the share of this examiner's observed office actions in that year that included a § 101 rejection.