AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lisa Hashem

Examiner Lisa Hashem appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 10.5%, they average 3.00 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 3.00
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-7542
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
2600 - Communications
Group
2650 - Speech Signal Processing, Linguistics, and Audio Compression

Metrics

Applications Evaluated
19
Granted Applications
2
Non-Granted Applications
17
Avg OA / Grant
3.00
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
2614 , 2653 , 2694
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 10.5% 3.00
Art Unit 20 61.0% 1.70
Group 207 61.5% 1.87
Tech Center 1,729 59.3% 1.88
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2008 2009 2012 2014 2015 2016 2017 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 2008; examiner may not yet have been active in the available dataset.
2008 1 0 0.0%
2009 5 1 20.0%
No observed data for 2010-2011.
2012 1 0 0.0%
No observed data for 2013.
2014 1 0 0.0%
2015 3 0 0.0%
2016 1 1 100.0%
2017 3 0 0.0%
No observed data for 2018-2024.
2025 2 0 0.0%
2026 2 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 15 0.0% 26.7% 73.3% 0.0%
2 11 0.0% 9.1% 72.7% 0.0%
3 6 0.0% 0.0% 100.0% 0.0%