Examiner Ekandra S. Miller-Cruz

Grant ratio: 51.8% (34th percentile in Art Unit 1778 among examiners with at least 20 applications). Average office actions per grant: 2.04. Most common rejection type: §103.

Recently active Last office action in data: October 2026
Grant ratio 51.8%
Average office actions / grant 2.04
Compared with Art unit Very hard
Compared with Work group About average
Compared with Technology center Very easy
Compared with USPTO Very hard

Examiner record

Examiner ID
94427
Primary art unit
1778
Work group
1770
Technology center
1700
Applications
390
Granted applications
202
Examiner phone
(571) 270-7849
Supervisor
Magali Slawski
Supervisor phone
(571) 270-3960

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 17 57.8% 1.78
Group 179 50.3% 1.94
Tech Center 1,816 43.3% 2.14
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 2.01 785 office actions across 390 applications
Applications with office actions 99.5% 388 applications
Office actionsApplicationsShare of applications
No OA observed 2 0.5%
1 OA 192 49.2%
2 OAs 100 25.6%
3 OAs 38 9.7%
4 OAs 33 8.5%
5+ OAs 25 6.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2019: 37.0% 2019 2020: 58.8% 2020 2021: 74.3% 2021 2022: 54.8% 2022 2023: 74.6% 2023 2024: 75.0% 2024 2025: 34.2% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2019271037.0%
2020513058.8%
2021352674.3%
2022623454.8%
2023715374.6%
2024483675.0%
2025381334.2%
20265800.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 388 0.3% 2.1% 83.8% 10.3%
Action 2 196 0.0% 0.5% 94.9% 2.6%
Action 3 96 0.0% 3.1% 91.7% 5.2%
Action 4 58 3.4% 1.7% 93.1% 0.0%
Action 5 25 0.0% 0.0% 100.0% 0.0%
Action 6 15 6.7% 0.0% 86.7% 6.7%
Action 7 4 25.0% 0.0% 75.0% 0.0%
Action 8 3 33.3% 0.0% 66.7% 0.0%

Section 101 rejections

Last 3 years 0.8% 2 of 251 office actions
All years 0.8% 6 of 785 office actions
Change +0.0 pts Percentage points

Last 3 years: 2023-10-23–2026-10-23. All years includes every dated office action in the data.

By year

2019: PEG
0.0%
0.0%
0.0%
0.7%
3.3%
2024: AI examples
0.0%
2025: August memo
1.6%
0.0%

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

PTAB appeals

Matched decisions: 5. Merits outcomes: 2 affirmed, 1 affirmed in part, and 2 reversed.

Full reversal rate
40.0% 2/5 decisions
Full or partial reversal rate
60.0% 3/5 decisions
Median appeal duration
13.6 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jul. 28, 2025 16/651,737 Reversed §101 · §103
Jul. 15, 2024 16/733,775 Affirmed in part §102 · §103
Jul. 10, 2023 16/094,050 Affirmed §103
May. 22, 2023 16/434,465 Affirmed §103
May. 10, 2023 16/571,479 Reversed §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 Oct. 30, 2026.

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