Examiner Christy Lin

Grant ratio: 32.6% (23rd percentile in Art Unit 2158 among examiners with at least 20 applications). Average office actions per grant: 3.61. Most common rejection type: §103.

Appears inactive Last office action in data: September 2021
Grant ratio 32.6%
Average office actions / grant 3.61
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
87521
Primary art unit
2158
Work group
2150
Technology center
2100
Applications
141
Granted applications
46

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 16 49.9% 3.10
Group 119 59.3% 2.64
Tech Center 1,781 52.8% 2.19
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.25 562 office actions across 173 applications
Applications with office actions 100.0% 173 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 35 20.2%
2 OAs 50 28.9%
3 OAs 17 9.8%
4 OAs 38 22.0%
5+ OAs 33 19.1%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2011: 30.0% 2011 2012: 55.6% 2012 2013: 64.7% 2013 2014: 27.8% 2014 2015: 25.0% 2015 2016: 0.0% 2016 2017: 50.0% 2017 2018: 40.0% 2018 2019: 13.3% 2019 2020: 6.3% 2020 2021: 0.0% 2021

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201110330.0%
2012181055.6%
2013171164.7%
201418527.8%
20158225.0%
2016800.0%
20178450.0%
201820840.0%
201915213.3%
20201616.3%
2021300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 173 0.6% 13.9% 85.5% 0.0%
Action 2 138 0.7% 10.9% 87.0% 0.7%
Action 3 88 1.1% 5.7% 93.2% 0.0%
Action 4 71 0.0% 2.8% 97.2% 0.0%
Action 5 33 3.0% 3.0% 93.9% 0.0%
Action 6 27 7.4% 0.0% 92.6% 0.0%
Action 7 13 0.0% 0.0% 100.0% 0.0%
Action 8 5 0.0% 0.0% 100.0% 0.0%
Action 9 5 0.0% 0.0% 100.0% 0.0%
Action 10 4 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 1.2% 7 of 562 office actions
Change N/A Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

0.0%
0.0%
0.0%
0.0%
0.0%
1.5%
2014: Alice
0.0%
0.0%
0.0%
4.0%
5.6%
2019: PEG
0.0%
2.3%
0.0%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 8. Merits outcomes: 4 affirmed, 0 affirmed in part, and 4 reversed.

Full reversal rate
50.0% 4/8 decisions
Full or partial reversal rate
50.0% 4/8 decisions
Median appeal duration
24.1 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Nov. 17, 2021 12/341,926 Reversed New ground of rejection §101 · §103 · §112
Feb. 2, 2021 12/945,596 Affirmed §101 · §102 · §103 · §112
Oct. 15, 2019 12/942,958 Affirmed §101 · §103
May. 17, 2017 12/587,522 Reversed §103
Aug. 31, 2016 12/950,156 Reversed §103
Aug. 10, 2016 12/950,397 Reversed §103
Apr. 20, 2016 12/467,368 Affirmed §103
Sep. 30, 2015 12/636,089 Affirmed N/A

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Aug. 27, 2026.

Job History

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