AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Ahmed Farah

Examiner Ahmed Farah appears to be about average relative to their peer examiners. Their lifetime grant ratio is 77.4%, they average 2.05 office actions per granted patent, and their rejection profile leans toward §103 and elevated §112 usage.

Difficulty vs AU Very Easy
Difficulty vs Group Very Easy
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.05
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 272-4765
Predicted Supervisor
Niketa Patel
Supervisor Phone
(571) 272-4156
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3760 - Refrigeration, Vaporization, Ventilation, and Combustion

Metrics

Applications Evaluated
1,330
Granted Applications
1,029
Non-Granted Applications
301
Avg OA / Grant
2.05
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
3735 , 3762 , 3769 , 3771 , 3792
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 77.4% 2.05
Art Unit 32 33.6% 2.26
Group 377 50.6% 2.11
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% 2007 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
2007 3 1 33.3%
2008 66 33 50.0%
2009 99 58 58.6%
2010 116 88 75.9%
2011 84 59 70.2%
2012 99 85 85.9%
2013 71 54 76.1%
2014 86 72 83.7%
2015 71 57 80.3%
2016 73 61 83.6%
2017 66 54 81.8%
2018 74 61 82.4%
2019 66 55 83.3%
2020 70 60 85.7%
2021 52 49 94.2%
2022 58 53 91.4%
2023 59 52 88.1%
2024 56 48 85.7%
2025 53 29 54.7%
2026 8 0 0.0%

1,029 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 1,322 4.1% 18.5% 44.9% 18.8%
2 833 1.6% 12.7% 41.4% 28.1%
3 278 1.1% 9.7% 44.2% 29.9%
4 118 1.7% 8.5% 46.6% 28.8%
5 40 0.0% 12.5% 42.5% 20.0%
6 16 0.0% 6.3% 37.5% 43.8%
7 9 0.0% 0.0% 66.7% 22.2%
8 5 0.0% 20.0% 80.0% 0.0%
9 4 0.0% 0.0% 100.0% 0.0%
10 4 0.0% 0.0% 25.0% 75.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2007
2.6%
2008
2.9%
2009
0.5%
2010
3.9%
2011
1.1%
2012
3.0%
2013
2.4%
2014
4.3%
2015
3.0%
2016
2.9%
2017
2.6%
2018
1.5%
2019
5.8%
2020
0.0%
2021
2.2%
2022
6.3%
2023
5.1%
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.