Examiner Huyen D. Le

Grant ratio: 79.2% (76th percentile in Art Unit 2655 among examiners with at least 20 applications). Average office actions per grant: 1.58. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 79.2%
Average office actions / grant 1.58
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
70057
Primary art unit
2655
Work group
2650
Technology center
2600
Applications
938
Granted applications
743
Examiner phone
(571) 272-7502
Supervisor
Fan Tsang
Supervisor phone
(571) 272-7547

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 23 60.6% 1.80
Group 210 59.4% 1.87
Tech Center 1,754 57.4% 1.88
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.56 1,465 office actions across 938 applications
Applications with office actions 99.7% 935 applications
Office actionsApplicationsShare of applications
No OA observed 3 0.3%
1 OA 608 64.8%
2 OAs 210 22.4%
3 OAs 66 7.0%
4 OAs 29 3.1%
5+ OAs 22 2.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 68.0% 2008 2009: 69.4% 2009 2010: 65.8% 2010 2011: 79.3% 2011 2012: 78.4% 2012 2013: 80.0% 2013 2014: 85.5% 2014 2015: 84.4% 2015 2016: 87.9% 2016 2017: 91.2% 2017 2018: 89.1% 2018 2019: 86.7% 2019 2020: 87.7% 2020 2021: 94.1% 2021 2022: 84.4% 2022 2023: 89.7% 2023 2024: 91.7% 2024 2025: 56.3% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008503468.0%
2009624369.4%
2010765065.8%
2011584679.3%
2012514078.4%
2013554480.0%
2014625385.5%
2015453884.4%
2016665887.9%
2017575291.2%
2018554989.1%
2019605286.7%
2020575087.7%
2021343294.1%
2022322784.4%
2023393589.7%
2024242291.7%
2025321856.3%
20262300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 935 0.4% 12.1% 75.1% 6.2%
Action 2 327 0.6% 9.5% 73.4% 6.4%
Action 3 117 0.0% 6.8% 86.3% 5.1%
Action 4 51 0.0% 5.9% 80.4% 5.9%
Action 5 22 0.0% 0.0% 77.3% 9.1%
Action 6 9 0.0% 22.2% 66.7% 0.0%
Action 7 3 0.0% 33.3% 66.7% 0.0%
Action 8 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 111 office actions
All years 0.4% 6 of 1,465 office actions
Change -0.4 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%
0.9%
1.6%
0.0%
1.1%
0.0%
2014: Alice
0.0%
0.0%
0.0%
1.1%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%
1.9%
2024: AI examples
0.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 8. Merits outcomes: 3 affirmed, 2 affirmed in part, and 3 reversed.

Full reversal rate
37.5% 3/8 decisions
Full or partial reversal rate
62.5% 5/8 decisions
Median appeal duration
16.7 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Feb. 9, 2022 15/427,624 Affirmed in part §102 · §103
Mar. 16, 2021 14/546,010 Reversed §102
Feb. 25, 2021 13/626,718 Affirmed in part §102 · §103
Feb. 27, 2020 15/078,796 Affirmed §102 · §103 · §112 · §120
Aug. 30, 2019 14/543,328 Affirmed §112
May. 8, 2019 14/633,813 Affirmed §102 · §103 · §112
Jun. 3, 2015 11/625,404 Reversed N/A
Oct. 25, 2010 10/404,468 Reversed 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.

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