AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Viker A. Lamardo

Examiner Viker A. Lamardo appears to be about average relative to their peer examiners. Their lifetime grant ratio is 61.3%, they average 2.88 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU About Average
Difficulty vs Group About Average
Difficulty vs TC About Average
Difficulty vs USPTO About Average
Average OA / Grant 2.88
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Examiner Details

Observed Examiner Years
13 years (2014-2026)
Phone
(571) 270-5871
Predicted Supervisor
Mariela Reyes
Supervisor Phone
(571) 270-1006
Tech Center
2100 - Computer Architecture Software and Information Security
Group
2120 - Artificial Intelligence

Metrics

Applications Evaluated
217
Granted Applications
133
Non-Granted Applications
84
Avg OA / Grant
2.88
Last OA Observed
June 2026 (2 months ago)
Art Units Seen
2122 , 2124 , 2126 , 2147
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 61.3% 2.88
Art Unit 31 32.6% 2.14
Group 328 46.1% 1.98
Tech Center 1,748 54.1% 2.19
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2014 2015 2016 2017 2018 2019 2020 2021 2022 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 2014; examiner may not yet have been active in the available dataset.
2014 3 2 66.7%
2015 20 13 65.0%
2016 19 7 36.8%
2017 19 7 36.8%
2018 32 19 59.4%
2019 30 18 60.0%
2020 41 28 68.3%
2021 29 23 79.3%
2022 11 10 90.9%
2023 9 5 55.6%
2024 3 1 33.3%
No observed data for 2025.
2026 1 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 206 3.4% 4.9% 85.4% 2.4%
2 167 8.4% 7.8% 77.2% 3.6%
3 102 9.8% 6.9% 83.3% 0.0%
4 71 12.7% 4.2% 83.1% 0.0%
5 43 30.2% 2.3% 60.5% 7.0%
6 25 48.0% 8.0% 36.0% 8.0%
7 9 55.6% 0.0% 33.3% 11.1%
8 3 33.3% 0.0% 33.3% 33.3%
9 1 0.0% 0.0% 0.0% 100.0%
10 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2014: Alice
2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2014
1.5%
2015
1.1%
2016
21.6%
2017
41.5%
2018
5.1%
2019
1.0%
2020
5.5%
2021
5.3%
2022
9.5%
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.