AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Hwei-Min Lu

Examiner Hwei-Min Lu appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 47.8%, they average 2.88 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.88
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Examiner Details

Observed Examiner Years
9 years (2018-2026)
Phone
(313) 446-4913
Predicted Supervisor
Mariela D. Reyes
Supervisor Phone
(571) 270-1006
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2170 - Graphical User Interface, Document Processing, Power, and Other

Metrics

Applications Evaluated
251
Granted Applications
120
Non-Granted Applications
131
Avg OA / Grant
2.88
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2142 , 2175
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 47.8% 2.88
Art Unit 23 54.3% 2.28
Group 187 49.7% 2.74
Tech Center 1,706 55.9% 2.19
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2018 2019 2020 2021 2022 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 2018; examiner may not yet have been active in the available dataset.
2018 4 0 0.0%
2019 18 2 11.1%
2020 26 8 30.8%
2021 29 14 48.3%
2022 26 18 69.2%
2023 39 30 76.9%
2024 42 34 81.0%
2025 51 14 27.5%
2026 16 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 250 2.4% 6.0% 82.8% 7.6%
2 169 0.6% 3.6% 92.9% 2.4%
3 113 0.9% 1.8% 92.9% 4.4%
4 70 0.0% 2.9% 97.1% 0.0%
5 39 0.0% 0.0% 100.0% 0.0%
6 25 0.0% 0.0% 100.0% 0.0%
7 10 0.0% 0.0% 100.0% 0.0%
8 6 0.0% 0.0% 100.0% 0.0%
9 2 0.0% 0.0% 100.0% 0.0%
10 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
1.4%
2024
6.8%
2025
12.5%
2026

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