AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Marta Dulko

Appears inactive Last observed office action: March 2020 (72 months ago).

Examiner Marta Dulko appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 47.1%, they average 3.05 office actions per granted patent, and their rejection profile is dominated by ยง103.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 3.05
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Examiner Details

Observed Examiner Years
9 years (2012-2020)
Tech Center
1700 - Chemical and Materials Engineering
Group
1740 - Tires, Adhesive Bonding, Glass/Paper Making, Plastics Shaping and Molding

Metrics

Applications Evaluated
208
Granted Applications
98
Non-Granted Applications
110
Avg OA / Grant
3.05
Last OA Observed
March 2020 (72 months ago)
Art Units Seen
1746
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 47.1% 3.05
Art Unit 22 58.0% 2.01
Group 195 53.9% 2.05
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% 2012 2013 2014 2015 2016 2017 2018 2019 2020
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 2012; examiner may not yet have been active in the available dataset.
2012 4 0 0.0%
2013 28 14 50.0%
2014 32 7 21.9%
2015 28 12 42.9%
2016 14 6 42.9%
2017 29 17 58.6%
2018 23 10 43.5%
2019 43 27 62.8%
2020 7 5 71.4%
No observed data after 2020; examiner may have gone inactive or moved out of examining work.

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

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 226 0.0% 10.2% 87.6% 0.0%
2 173 0.0% 6.4% 87.3% 2.9%
3 116 0.0% 1.7% 95.7% 0.0%
4 75 0.0% 2.7% 96.0% 1.3%
5 33 0.0% 6.1% 93.9% 0.0%
6 21 0.0% 4.8% 95.2% 0.0%
7 12 0.0% 8.3% 83.3% 8.3%
8 7 0.0% 0.0% 100.0% 0.0%
9 2 0.0% 0.0% 100.0% 0.0%
10 2 0.0% 0.0% 100.0% 0.0%