AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Waseem Ashraf

Examiner Waseem Ashraf appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 52.7%, they average 2.92 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 2.92
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Examiner Details

Observed Examiner Years
20 years (2007-2026)
Phone
(571) 270-3948
Predicted Supervisor
Tariq Hafiz
Supervisor Phone
(571) 272-5250
Tech Center
2400 - Computer Networks, Multiplex, Cable and Cryptography/Security
Group
2450 - Computer Networks

Metrics

Applications Evaluated
241
Granted Applications
127
Non-Granted Applications
114
Avg OA / Grant
2.92
Last OA Observed
June 2026 (1 months ago)
Art Units Seen
2155 , 2453 , 2455 , 3621 , 3682
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 52.7% 2.92
Art Unit 26 48.8% 2.33
Group 210 57.7% 2.41
Tech Center 1,748 59.1% 2.14
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2023 2025 2026
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
2007 1 1 100.0%
2008 13 7 53.8%
2009 25 9 36.0%
2010 18 8 44.4%
2011 44 21 47.7%
2012 32 25 78.1%
2013 39 30 76.9%
2014 23 16 69.6%
2015 26 10 38.5%
2016 2 0 0.0%
No observed data for 2017-2022.
2023 5 0 0.0%
No observed data for 2024.
2025 3 0 0.0%
2026 10 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 235 1.3% 12.3% 85.1% 0.4%
2 172 2.3% 5.2% 87.8% 1.7%
3 99 2.0% 7.1% 88.9% 1.0%
4 60 0.0% 5.0% 91.7% 1.7%
5 32 3.1% 3.1% 93.8% 0.0%
6 23 4.3% 4.3% 91.3% 0.0%
7 15 0.0% 0.0% 100.0% 0.0%
8 10 0.0% 10.0% 90.0% 0.0%
9 4 0.0% 0.0% 100.0% 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%
2007
0.0%
2008
0.0%
2009
0.0%
2010
1.8%
2011
0.0%
2012
1.1%
2013
0.0%
2014
0.0%
2015
0.0%
2016
40.0%
2023
33.3%
2025
36.4%
2026

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