AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Sunil K. Singh

Examiner Sunil K. Singh appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 40.2%, they average 2.77 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.77
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-3460
Predicted Supervisor
Edward Lefkowitz
Supervisor Phone
(571) 272-2180
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3730 - Sheet Container Making, Package Making, Apparel, and Tool Driving

Metrics

Applications Evaluated
383
Granted Applications
154
Non-Granted Applications
229
Avg OA / Grant
2.77
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3722 , 3732
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 40.2% 2.77
Art Unit 47 37.9% 2.39
Group 288 51.1% 2.22
Tech Center 2,632 49.9% 2.01
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 2019 2023 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 56 8 14.3%
2009 65 18 27.7%
2010 50 22 44.0%
2011 63 40 63.5%
2012 54 30 55.6%
2013 36 15 41.7%
2014 23 14 60.9%
2015 1 1 100.0%
2016 2 1 50.0%
2017 11 0 0.0%
No observed data for 2018.
2019 2 2 100.0%
No observed data for 2020-2022.
2023 2 1 50.0%
No observed data for 2024.
2025 12 2 16.7%
2026 6 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 376 0.3% 9.0% 84.6% 0.8%
2 252 0.0% 6.3% 88.5% 1.6%
3 145 0.0% 4.8% 90.3% 2.8%
4 88 0.0% 6.8% 87.5% 3.4%
5 52 0.0% 3.8% 88.5% 7.7%
6 30 0.0% 6.7% 93.3% 0.0%
7 11 0.0% 9.1% 90.9% 0.0%
8 6 0.0% 0.0% 83.3% 0.0%
9 3 0.0% 0.0% 66.7% 0.0%
10 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
0.0%
2016
0.0%
2017
0.0%
2019
0.0%
2023
5.0%
2025
0.0%
2026

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