AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Abdullah A Daud

Examiner Abdullah A Daud appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 45.5%, they average 3.32 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 3.32
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Examiner Details

Observed Examiner Years
10 years (2017-2026)
Phone
(469) 295-9283
Predicted Supervisor
Amy Ng
Supervisor Phone
(571) 270-1698
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2160 - Databases and File Management

Metrics

Applications Evaluated
198
Granted Applications
90
Non-Granted Applications
108
Avg OA / Grant
3.32
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
2164
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 45.5% 3.32
Art Unit 17 59.7% 2.70
Group 193 61.2% 2.52
Tech Center 1,706 55.9% 2.19
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 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 2017; examiner may not yet have been active in the available dataset.
2017 8 2 25.0%
2018 13 4 30.8%
2019 17 4 23.5%
2020 33 23 69.7%
2021 21 18 85.7%
2022 27 24 88.9%
2023 25 10 40.0%
2024 12 3 25.0%
2025 29 2 6.9%
2026 13 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 197 0.0% 1.0% 99.0% 0.0%
2 159 1.9% 0.0% 93.7% 0.6%
3 112 0.0% 0.0% 98.2% 0.0%
4 90 0.0% 0.0% 95.6% 0.0%
5 51 0.0% 0.0% 100.0% 0.0%
6 32 0.0% 0.0% 96.9% 0.0%
7 12 0.0% 0.0% 100.0% 0.0%
8 8 12.5% 0.0% 87.5% 0.0%
9 2 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2016
0.0%
2017
2.3%
2018
0.0%
2019
0.0%
2020
0.0%
2021
1.6%
2022
0.0%
2023
0.0%
2024
1.6%
2025
0.0%
2026

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