AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Kimberly Barnes

Examiner Kimberly Barnes appears to be about average relative to their peer examiners. Their lifetime grant ratio is 94.4%, they average 1.20 office actions per granted patent, and their rejection profile is dominated by §112 and elevated §112 usage.

Difficulty vs AU About Average
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Easy
Average OA / Grant 1.20
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Examiner Details

Observed Examiner Years
13 years (2014-2026)
Phone
(571) 270-0226
Predicted Supervisor
Aarti Berdichevsky
Supervisor Phone
(571) 270-5033
Tech Center
2900 - Designs
Group
2900-WG - 2900-WG

Metrics

Applications Evaluated
497
Granted Applications
469
Non-Granted Applications
28
Avg OA / Grant
1.20
Last OA Observed
January 2026 (2 months ago)
Art Units Seen
2911 , 2921
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 94.4% 1.20
Art Unit 23 95.7% 1.25
Group 461 95.1% 1.19
Tech Center 486 94.9% 1.20
USPTO 16,116 54.8% 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 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 2014; examiner may not yet have been active in the available dataset.
2014 6 4 66.7%
2015 19 18 94.7%
2016 28 28 100.0%
2017 29 27 93.1%
2018 74 72 97.3%
2019 70 68 97.1%
2020 87 87 100.0%
2021 46 45 97.8%
2022 57 55 96.5%
2023 43 36 83.7%
2024 21 20 95.2%
2025 16 9 56.3%
2026 1 0 0.0%

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 492 0.0% 7.1% 1.8% 78.7%
2 84 0.0% 10.7% 3.6% 66.7%
3 13 0.0% 15.4% 7.7% 53.8%
4 2 0.0% 50.0% 0.0% 50.0%