AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Mikka Liu

Examiner Mikka Liu appears to be very easy relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 84.2%, they average 1.66 office actions per granted patent, and their rejection profile leans toward §103 and elevated §112 usage.

Difficulty vs AU About Average
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Easy
Average OA / Grant 1.66
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Examiner Details

Observed Examiner Years
13 years (2014-2026)
Phone
(571) 272-2568
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
2800 - Semiconductors, Electrical and Optical Systems and Components
Group
2890 - Semiconductors B

Metrics

Applications Evaluated
609
Granted Applications
513
Non-Granted Applications
96
Avg OA / Grant
1.66
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
2817 , 2895
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 84.2% 1.66
Art Unit 27 72.9% 1.56
Group 272 57.8% 1.76
Tech Center 2,370 64.7% 1.69
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2014; examiner may not yet have been active in the available dataset.
2014 16 13 81.3%
2015 34 29 85.3%
2016 34 28 82.4%
2017 45 41 91.1%
2018 42 39 92.9%
2019 54 50 92.6%
2020 63 59 93.7%
2021 60 58 96.7%
2022 59 55 93.2%
2023 54 50 92.6%
2024 58 55 94.8%
2025 72 36 50.0%
2026 18 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 598 0.2% 12.9% 45.3% 38.5%
2 262 0.0% 14.5% 53.1% 31.3%
3 92 0.0% 14.1% 63.0% 22.8%
4 33 3.0% 3.0% 63.6% 27.3%
5 5 0.0% 0.0% 100.0% 0.0%
6 6 0.0% 16.7% 33.3% 50.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2014
0.0%
2015
1.3%
2016
1.4%
2017
0.0%
2018
0.0%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
2024
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.