AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Lyudmila Zaykova-Feldman

Examiner Lyudmila Zaykova-Feldman appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 50.7%, they average 2.55 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 Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.55
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Examiner Details

Observed Examiner Years
7 years (2020-2026)
Phone
(469) 295-9269
Predicted Supervisor
Frantz Jules
Supervisor Phone
(571) 272-6681
Tech Center
2800 - Semiconductors, Electrical and Optical Systems and Components
Group
2850 - Printing / Measuring and Testing

Metrics

Applications Evaluated
144
Granted Applications
73
Non-Granted Applications
71
Avg OA / Grant
2.55
Last OA Observed
July 2026 (1 months ago)
Art Units Seen
2857 , 2865
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 50.7% 2.55
Art Unit 37 39.6% 1.89
Group 376 62.0% 1.65
Tech Center 2,395 63.3% 1.69
USPTO 16,347 53.5% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2020 2021 2022 2023 2024 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 2020; examiner may not yet have been active in the available dataset.
2020 11 8 72.7%
2021 15 8 53.3%
2022 28 21 75.0%
2023 23 13 56.5%
2024 19 11 57.9%
2025 25 12 48.0%
2026 23 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 137 14.6% 4.4% 77.4% 1.5%
2 90 18.9% 1.1% 78.9% 0.0%
3 57 14.0% 1.8% 84.2% 0.0%
4 30 10.0% 3.3% 86.7% 0.0%
5 19 10.5% 0.0% 89.5% 0.0%
6 10 10.0% 0.0% 90.0% 0.0%
7 2 0.0% 0.0% 50.0% 50.0%
8 1 0.0% 0.0% 100.0% 0.0%

§ 101 Yearly Trend

2024: AI Examples
2025: Aug. Memo
3.8%
2020
10.9%
2021
8.5%
2022
12.5%
2023
17.6%
2024
22.0%
2025
35.7%
2026

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