Examiner Haley A Smith

Grant ratio: 40.8% (51st percentile in Art Unit 3732 among examiners with at least 20 applications). Average office actions per grant: 2.63. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 40.8%
Average office actions / grant 2.63
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
95757
Primary art unit
3732
Work group
3730
Technology center
3700
Applications
272
Granted applications
111
Examiner phone
(571) 272-6597
Supervisor
Khoa Huynh
Supervisor phone
(571) 272-4888

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 47 37.0% 2.39
Group 289 50.3% 2.22
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.21 602 office actions across 272 applications
Applications with office actions 98.5% 268 applications
Office actionsApplicationsShare of applications
No OA observed 4 1.5%
1 OA 102 37.5%
2 OAs 84 30.9%
3 OAs 34 12.5%
4 OAs 29 10.7%
5+ OAs 19 7.0%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2020: 0.0% 2020 2021: 20.6% 2021 2022: 58.8% 2022 2023: 66.0% 2023 2024: 63.3% 2024 2025: 36.7% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2020800.0%
202134720.6%
2022342058.8%
2023473166.0%
2024493163.3%
2025602236.7%
20264000.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 268 0.4% 10.4% 73.9% 1.1%
Action 2 166 0.0% 7.8% 81.3% 2.4%
Action 3 82 0.0% 3.7% 87.8% 2.4%
Action 4 48 0.0% 2.1% 89.6% 4.2%
Action 5 19 0.0% 0.0% 94.7% 5.3%
Action 6 10 0.0% 0.0% 100.0% 0.0%
Action 7 4 0.0% 0.0% 100.0% 0.0%
Action 8 4 0.0% 0.0% 100.0% 0.0%
Action 9 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 308 office actions
All years 0.2% 1 of 602 office actions
Change -0.2 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%
0.0%
0.0%
0.8%
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: 5. Merits outcomes: 3 affirmed, 1 affirmed in part, and 1 reversed.

Full reversal rate
20.0% 1/5 decisions
Full or partial reversal rate
40.0% 2/5 decisions
Median appeal duration
7.8 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 3, 2026 17/180,581 Affirmed §103
Dec. 15, 2025 18/076,077 Affirmed §102 · §103 · §112
Aug. 27, 2025 17/581,456 Affirmed in part N/A
Jul. 18, 2025 15/954,515 Reversed §103
Nov. 7, 2023 17/577,320 Affirmed §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.

Job History

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