AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Amal Farag

Examiner Amal Farag appears to be about average relative to their peer examiners. Their lifetime grant ratio is 52.0%, they average 2.66 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO Very Hard
Average OA / Grant 2.66
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Examiner Details

Observed Examiner Years
8 years (2019-2026)
Phone
(571) 270-3432
Predicted Supervisor
Keith Raymond
Supervisor Phone
(571) 270-1790
Tech Center
3700 - Mechanical Engineering, Manufacturing and Products
Group
3790 - Medical Instruments, Diagnostic Equipment, and Treatment Devices

Metrics

Applications Evaluated
225
Granted Applications
117
Non-Granted Applications
108
Avg OA / Grant
2.66
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
3793 , 3798
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 52.0% 2.66
Art Unit 42 48.4% 2.32
Group 327 40.3% 2.25
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% 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 2019; examiner may not yet have been active in the available dataset.
2019 6 0 0.0%
2020 28 8 28.6%
2021 26 10 38.5%
2022 29 23 79.3%
2023 36 27 75.0%
2024 39 32 82.1%
2025 43 17 39.5%
2026 18 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 219 3.7% 5.9% 79.0% 2.7%
2 142 4.2% 1.4% 83.8% 2.1%
3 87 1.1% 0.0% 92.0% 1.1%
4 52 1.9% 0.0% 86.5% 1.9%
5 29 0.0% 0.0% 82.8% 0.0%
6 15 0.0% 0.0% 86.7% 0.0%
7 5 0.0% 0.0% 80.0% 0.0%
8 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
4.0%
2019
1.0%
2020
0.0%
2021
2.9%
2022
0.0%
2023
2.7%
2024
10.3%
2025
11.1%
2026

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