AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Kimberly Wyluda

Examiner Kimberly Wyluda appears to be about average relative to their peer examiners. Their lifetime grant ratio is 50.9%, they average 2.07 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU About Average
Difficulty vs Group Very Easy
Difficulty vs TC Very Easy
Difficulty vs USPTO Very Hard
Average OA / Grant 2.07
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Examiner Details

Observed Examiner Years
8 years (2019-2026)
Phone
(571) 272-4381
Predicted Supervisor
Basia Ridley
Supervisor Phone
(571) 272-1453
Tech Center
1700 - Chemical and Materials Engineering
Group
1720 - Fuel Cells, Batteries, Solar Cells, Liquid Crystal Composition

Metrics

Applications Evaluated
273
Granted Applications
139
Non-Granted Applications
134
Avg OA / Grant
2.07
Last OA Observed
March 2026 (2 months ago)
Art Units Seen
1725
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 50.9% 2.07
Art Unit 27 46.9% 1.88
Group 253 48.9% 2.20
Tech Center 1,713 47.3% 2.14
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2019 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 2019; examiner may not yet have been active in the available dataset.
2019 6 1 16.7%
2020 46 32 69.6%
2021 33 25 75.8%
2022 35 24 68.6%
2023 26 20 76.9%
2024 35 26 74.3%
2025 68 11 16.2%
2026 24 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 271 0.0% 2.2% 93.4% 2.6%
2 170 0.0% 1.8% 93.5% 2.4%
3 80 0.0% 0.0% 98.8% 1.3%
4 47 0.0% 0.0% 93.6% 6.4%
5 20 0.0% 0.0% 100.0% 0.0%
6 11 0.0% 0.0% 90.9% 9.1%
7 8 0.0% 0.0% 100.0% 0.0%
8 8 0.0% 0.0% 100.0% 0.0%
9 5 0.0% 0.0% 100.0% 0.0%
10 3 0.0% 0.0% 100.0% 0.0%