AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Miranda Huang

Examiner Miranda Huang appears to be about average relative to their peer examiners. Their lifetime grant ratio is 59.8%, they average 3.19 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 3.19
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Examiner Details

Observed Examiner Years
17 years (2010-2026)
Phone
(571) 270-7092
Predicted Supervisor
David Wiley
Supervisor Phone
(571) 272-4150
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2150 - Databases and File Management

Metrics

Applications Evaluated
209
Granted Applications
125
Non-Granted Applications
84
Avg OA / Grant
3.19
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2124 , 2125 , 2157
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 59.8% 3.19
Art Unit 17 64.1% 2.71
Group 120 60.4% 2.66
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% 2010 2011 2012 2013 2014 2015 2016 2017 2021 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 2010; examiner may not yet have been active in the available dataset.
2010 5 1 20.0%
2011 22 14 63.6%
2012 34 24 70.6%
2013 29 22 75.9%
2014 50 32 64.0%
2015 18 12 66.7%
2016 29 18 62.1%
2017 5 0 0.0%
No observed data for 2018-2020.
2021 4 1 25.0%
No observed data for 2022-2024.
2025 9 1 11.1%
2026 4 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 205 0.5% 17.1% 82.0% 0.0%
2 169 8.9% 14.2% 76.3% 0.0%
3 104 1.9% 15.4% 81.7% 1.0%
4 81 2.5% 7.4% 87.7% 2.5%
5 40 0.0% 10.0% 90.0% 0.0%
6 25 0.0% 8.0% 92.0% 0.0%
7 11 0.0% 9.1% 90.9% 0.0%
8 4 0.0% 25.0% 75.0% 0.0%
9 1 0.0% 100.0% 0.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
4.8%
2010
1.7%
2011
8.6%
2012
4.5%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2019
0.0%
2021
0.0%
2025
0.0%
2026

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