Examiner Hung D Le

Grant ratio: 86.0% (97th percentile in Art Unit 2161 among examiners with at least 20 applications). Average office actions per grant: 1.64. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 86.0%
Average office actions / grant 1.64
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
82693
Primary art unit
2161
Work group
2160
Technology center
2100
Applications
1,109
Granted applications
954
Examiner phone
(571) 270-1404
Supervisor
Apu Mofiz
Supervisor phone
(571) 272-4080

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 20 57.0% 2.44
Group 196 60.2% 2.52
Tech Center 1,781 52.8% 2.19
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.67 1,857 office actions across 1,109 applications
Applications with office actions 99.7% 1,106 applications
Office actionsApplicationsShare of applications
No OA observed 3 0.3%
1 OA 665 60.0%
2 OAs 285 25.7%
3 OAs 73 6.6%
4 OAs 52 4.7%
5+ OAs 31 2.8%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 57.9% 2008 2009: 57.1% 2009 2010: 88.6% 2010 2011: 92.3% 2011 2012: 90.7% 2012 2013: 94.9% 2013 2014: 88.2% 2014 2015: 88.3% 2015 2016: 91.0% 2016 2017: 89.7% 2017 2018: 91.1% 2018 2019: 93.0% 2019 2020: 97.0% 2020 2021: 100.0% 2021 2022: 90.7% 2022 2023: 97.6% 2023 2024: 93.3% 2024 2025: 41.9% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008191157.9%
2009352057.1%
2010353188.6%
2011393692.3%
2012544990.7%
2013595694.9%
2014766788.2%
2015776888.3%
2016676191.0%
2017877889.7%
2018797291.1%
2019716693.0%
2020676597.0%
20215656100.0%
2022544990.7%
2023838197.6%
2024757093.3%
2025431841.9%
20263300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 1,106 7.3% 15.6% 53.6% 10.1%
Action 2 441 3.4% 13.2% 66.4% 2.9%
Action 3 156 1.3% 12.2% 78.8% 3.2%
Action 4 83 1.2% 21.7% 71.1% 3.6%
Action 5 31 0.0% 16.1% 77.4% 0.0%
Action 6 17 0.0% 5.9% 88.2% 0.0%
Action 7 7 0.0% 0.0% 100.0% 0.0%
Action 8 5 0.0% 0.0% 100.0% 0.0%
Action 9 2 0.0% 0.0% 100.0% 0.0%
Action 10 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 4.7% 12 of 258 office actions
All years 5.3% 99 of 1,857 office actions
Change -0.7 pts 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%
2.5%
4.3%
1.6%
0.8%
4.1%
2014: Alice
1.4%
3.5%
2.8%
14.0%
31.3%
2019: PEG
2.7%
0.0%
2.2%
2.7%
2.6%
2024: AI examples
0.9%
2025: August memo
5.0%
17.9%

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

PTAB appeals

Matched decisions: 11. Merits outcomes: 6 affirmed, 3 affirmed in part, and 2 reversed.

Full reversal rate
18.2% 2/11 decisions
Full or partial reversal rate
45.5% 5/11 decisions
Median appeal duration
23.2 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Feb. 23, 2024 13/390,526 Affirmed §103 · §112
Aug. 4, 2021 15/591,309 Reversed §103
Jun. 7, 2019 15/191,162 Affirmed §102 · §103
Dec. 31, 2018 15/169,437 Affirmed §103
Dec. 15, 2017 14/196,640 Affirmed in part §103
May. 26, 2016 11/014,149 Affirmed in part §102 · §103
Sep. 20, 2013 10/956,961 Reversed N/A
Jul. 24, 2013 11/088,700 Affirmed §103
Jan. 3, 2013 11/424,693 Affirmed §103
Dec. 12, 2011 10/955,742 Affirmed §103
Mar. 29, 2011 10/955,737 Affirmed in part §103

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.

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