AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Melissa L Liriano

Examiner Melissa L Liriano appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 0.0% and their rejection profile shows meaningful ยง101 activity.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant N/A
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Examiner Details

Observed Examiner Years
2 years (2025-2026)
Phone
(571) 272-0085
Predicted Supervisor
Bao-Thuy Nguyen
Supervisor Phone
(571) 272-0824
Tech Center
1600 - Biotechnology and Organic
Group
1670 - Virology and Related Immunology

Metrics

Applications Evaluated
5
Granted Applications
0
Non-Granted Applications
5
Avg OA / Grant
N/A
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
1677
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 0.0% N/A
Art Unit 22 27.9% 2.22
Group 80 29.9% 1.92
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% 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 2025; examiner may not yet have been active in the available dataset.
2025 1 0 0.0%
2026 4 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 4 25.0% 25.0% 0.0% 0.0%
3 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2025: Aug. Memo
0.0%
2025
25.0%
2026

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