AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Julie Ha

Examiner Julie Ha appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 71.5%, they average 1.43 office actions per granted patent, and their rejection profile leans toward §103, with occasional §101 rejections and elevated §112 usage.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.43
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-5982
Predicted Supervisor
Lianko Garyu
Supervisor Phone
(571) 270-7367
Tech Center
1600 - Biotechnology and Organic
Group
1650 - Enzymology, Microbiology, and Fermentation

Metrics

Applications Evaluated
1,142
Granted Applications
816
Non-Granted Applications
326
Avg OA / Grant
1.43
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1654 , 1675
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 71.5% 1.43
Art Unit 25 47.8% 1.83
Group 207 41.1% 2.01
Tech Center 1,349 39.5% 2.02
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 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 2008; examiner may not yet have been active in the available dataset.
2008 45 20 44.4%
2009 62 37 59.7%
2010 74 39 52.7%
2011 59 41 69.5%
2012 69 51 73.9%
2013 79 58 73.4%
2014 68 52 76.5%
2015 53 42 79.2%
2016 65 55 84.6%
2017 65 56 86.2%
2018 58 49 84.5%
2019 62 52 83.9%
2020 80 66 82.5%
2021 61 52 85.2%
2022 56 46 82.1%
2023 51 39 76.5%
2024 47 43 91.5%
2025 66 18 27.3%
2026 22 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,136 2.6% 20.1% 32.6% 13.7%
2 394 6.9% 10.9% 32.0% 33.2%
3 112 5.4% 12.5% 23.2% 36.6%
4 36 0.0% 5.6% 27.8% 44.4%
5 9 0.0% 11.1% 11.1% 66.7%
6 4 25.0% 0.0% 50.0% 25.0%
7 2 0.0% 0.0% 50.0% 50.0%
8 1 0.0% 0.0% 0.0% 100.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.8%
2009
1.7%
2010
1.1%
2011
4.2%
2012
5.0%
2013
10.6%
2014
1.5%
2015
3.5%
2016
12.0%
2017
8.8%
2018
4.7%
2019
7.8%
2020
3.4%
2021
1.2%
2022
2.3%
2023
1.2%
2024
1.1%
2025
0.0%
2026

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