AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Michelle Hau Ma

Examiner Michelle Hau Ma appears to be about average relative to their peer examiners. Their lifetime grant ratio is 16.7%, they average 1.33 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 1.33
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Examiner Details

Observed Examiner Years
3 years (2024-2026)
Phone
(571) 272-2187
Predicted Supervisor
King Poon
Supervisor Phone
(571) 270-0728
Tech Center
2600 - Communications
Group
2610 - Computer Graphic Processing and Hardware

Metrics

Applications Evaluated
54
Granted Applications
9
Non-Granted Applications
45
Avg OA / Grant
1.33
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2617
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 16.7% 1.33
Art Unit 70 47.2% 2.08
Group 290 50.2% 1.92
Tech Center 1,729 59.3% 1.88
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2024; examiner may not yet have been active in the available dataset.
2024 1 0 0.0%
2025 33 9 27.3%
2026 20 0 0.0%

9 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 54 0.0% 0.0% 94.4% 0.0%
2 28 0.0% 0.0% 96.4% 0.0%
3 13 0.0% 0.0% 100.0% 0.0%