Examiner Rupali Dhakad

Grant ratio: 13.9% (2nd percentile in Art Unit 2437 among examiners with at least 20 applications). Average office actions per grant: 2.27. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 13.9%
Average office actions / grant 2.27
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
97891
Primary art unit
2437
Work group
2430
Technology center
2400
Applications
79
Granted applications
11
Examiner phone
(571) 270-3743
Supervisor
Alexander Lagor
Supervisor phone
(571) 270-5143

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 30 59.1% 2.12
Group 233 61.7% 1.99
Tech Center 1,754 58.4% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.01 238 office actions across 79 applications
Applications with office actions 97.5% 77 applications
Office actionsApplicationsShare of applications
No OA observed 2 2.5%
1 OA 15 19.0%
2 OAs 19 24.1%
3 OAs 12 15.2%
4 OAs 17 21.5%
5+ OAs 14 17.7%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2023: 0.0% 2023 2024: 53.3% 2024 2025: 16.7% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2023500.0%
202415853.3%
202518316.7%
20264100.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 77 1.3% 7.8% 89.6% 0.0%
Action 2 62 0.0% 3.2% 95.2% 0.0%
Action 3 43 0.0% 0.0% 100.0% 2.3%
Action 4 31 0.0% 0.0% 100.0% 0.0%
Action 5 14 0.0% 0.0% 100.0% 0.0%
Action 6 7 0.0% 0.0% 100.0% 0.0%
Action 7 3 33.3% 0.0% 100.0% 0.0%
Action 8 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.9% 2 of 234 office actions
All years 0.8% 2 of 238 office actions
Change +0.0 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%
2024: AI examples
0.0%
2025: August memo
0.0%
3.8%

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
4.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 17, 2026 17/618,281 Affirmed §103 · §112

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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