AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Emily M. Le

Examiner Emily M. Le appears to be about average relative to their peer examiners. Their lifetime grant ratio is 27.0%, they average 1.83 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 About Average
Average OA / Grant 1.83
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Examiner Details

Observed Examiner Years
19 years (2008-2026)
Phone
(571) 272-0903
Predicted Supervisor
Patricia Mallari
Supervisor Phone
(571) 272-4729
Tech Center
1600 - Biotechnology and Organic
Group
1640 - Immunology

Metrics

Applications Evaluated
89
Granted Applications
24
Non-Granted Applications
65
Avg OA / Grant
1.83
Last OA Observed
March 2026 (0 months ago)
Art Units Seen
1648 , 1734 , 1793
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 27.0% 1.83
Art Unit 24 56.7% 1.92
Group 223 44.8% 1.94
Tech Center 1,349 39.5% 2.02
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2008 2009 2010 2012 2013 2020 2023 2024 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 33 12 36.4%
2009 20 7 35.0%
2010 6 0 0.0%
No observed data for 2011.
2012 1 1 100.0%
2013 3 0 0.0%
No observed data for 2014-2019.
2020 14 0 0.0%
No observed data for 2021-2022.
2023 2 1 50.0%
2024 7 3 42.9%
No observed data for 2025.
2026 3 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 79 0.0% 5.1% 70.9% 5.1%
2 50 2.0% 4.0% 72.0% 8.0%
3 20 0.0% 0.0% 80.0% 15.0%
4 8 0.0% 0.0% 100.0% 0.0%
5 2 0.0% 0.0% 50.0% 50.0%
6 5 0.0% 0.0% 100.0% 0.0%
7 2 0.0% 0.0% 100.0% 0.0%
11 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2008
0.0%
2009
0.0%
2010
0.0%
2011
0.0%
2012
0.0%
2013
0.0%
2020
0.0%
2021
10.0%
2023
0.0%
2024
0.0%
2026

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