AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Farhan Mahmud

Examiner Farhan Mahmud appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 48.2%, they average 3.03 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.03
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Examiner Details

Observed Examiner Years
15 years (2012-2026)
Phone
(571) 272-7712
Predicted Supervisor
Joseph Ustaris
Supervisor Phone
(571) 272-7383
Tech Center
2400 - Computer Networks, Multiplex, Cable and Cryptography/Security
Group
2480 - Recording and Compression

Metrics

Applications Evaluated
427
Granted Applications
206
Non-Granted Applications
221
Avg OA / Grant
3.03
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2483
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 48.2% 3.03
Art Unit 20 58.2% 2.29
Group 169 62.9% 2.01
Tech Center 1,727 60.4% 2.14
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2012; examiner may not yet have been active in the available dataset.
2012 3 1 33.3%
2013 19 5 26.3%
2014 28 10 35.7%
2015 27 4 14.8%
2016 25 5 20.0%
2017 27 13 48.1%
2018 39 16 41.0%
2019 39 23 59.0%
2020 34 24 70.6%
2021 36 25 69.4%
2022 23 21 91.3%
2023 37 27 73.0%
2024 24 15 62.5%
2025 35 17 48.6%
2026 31 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 424 1.7% 53.5% 38.7% 0.5%
2 316 1.3% 39.2% 58.5% 0.3%
3 205 0.5% 18.0% 81.5% 0.0%
4 156 1.3% 11.5% 86.5% 0.0%
5 82 1.2% 4.9% 93.9% 0.0%
6 57 0.0% 3.5% 94.7% 1.8%
7 29 0.0% 6.9% 93.1% 0.0%
8 17 0.0% 11.8% 88.2% 0.0%
9 9 0.0% 11.1% 88.9% 0.0%
10 4 0.0% 25.0% 75.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2012
0.0%
2013
0.0%
2014
0.0%
2015
1.9%
2016
4.5%
2017
0.9%
2018
1.7%
2019
0.0%
2020
0.0%
2021
0.0%
2022
0.0%
2023
0.0%
2024
6.5%
2025
0.0%
2026

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