Examiner Joshua Luo

Grant ratio: 33.8% (40th percentile in Art Unit 3715 among examiners with at least 20 applications). Average office actions per grant: 2.85. Most common rejection type: §103.

Appears inactive Last office action in data: November 2019
Grant ratio 33.8%
Average office actions / grant 2.85
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
93219
Primary art unit
3715
Work group
3710
Technology center
3700
Applications
77
Granted applications
26

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 79 33.7% 2.29
Group 173 39.0% 2.15
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.16 212 office actions across 98 applications
Applications with office actions 100.0% 98 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 37 37.8%
2 OAs 28 28.6%
3 OAs 17 17.3%
4 OAs 12 12.2%
5+ OAs 4 4.1%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2016: 0.0% 2016 2017: 11.8% 2017 2018: 23.3% 2018 2019: 70.8% 2019

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2016600.0%
201717211.8%
201830723.3%
2019241770.8%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 98 5.1% 8.2% 82.7% 3.1%
Action 2 61 11.5% 3.3% 75.4% 6.6%
Action 3 33 18.2% 6.1% 69.7% 6.1%
Action 4 16 31.3% 6.3% 56.3% 6.3%
Action 5 4 25.0% 0.0% 50.0% 25.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 11.3% 24 of 212 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%
6.6%
14.9%
2019: PEG
12.5%

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

PTAB appeals

Matched decisions: 1. Merits outcomes: 1 affirmed, 0 affirmed in part, and 0 reversed.

Full reversal rate
0.0% 0/1 decisions
Full or partial reversal rate
0.0% 0/1 decisions
Median appeal duration
15.0 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 1, 2020 14/644,093 Affirmed §101

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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