Examiner Sahera Halim

Grant ratio: 78.2% (62nd percentile in Art Unit 2457 among examiners with at least 20 applications). Average office actions per grant: 1.98. Most common rejection type: §103.

Appears inactive Last office action in data: August 2021
Grant ratio 78.2%
Average office actions / grant 1.98
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
79716
Primary art unit
2457
Work group
2450
Technology center
2400
Applications
225
Granted applications
176

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 26 68.2% 2.18
Group 210 57.4% 2.41
Tech Center 1,754 58.4% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.01 459 office actions across 228 applications
Applications with office actions 100.0% 228 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 98 43.0%
2 OAs 69 30.3%
3 OAs 31 13.6%
4 OAs 21 9.2%
5+ OAs 9 3.9%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 60.0% 2008 2009: 68.4% 2009 2010: 83.3% 2010 2011: 50.0% 2011 2013: 100.0% 2013 2014: 80.0% 2014 2015: 93.8% 2015 2016: 71.0% 2016 2017: 89.5% 2017 2018: 76.5% 2018 2019: 63.2% 2019 2020: 100.0% 2020 2021: 88.9% 2021

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008201260.0%
2009191368.4%
20106583.3%
201110550.0%
201322100.0%
2014201680.0%
2015323093.8%
2016312271.0%
2017191789.5%
2018171376.5%
2019191263.2%
20202121100.0%
20219888.9%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 228 1.8% 27.6% 51.8% 2.6%
Action 2 130 15.4% 13.8% 56.9% 2.3%
Action 3 61 13.1% 13.1% 67.2% 1.6%
Action 4 30 20.0% 10.0% 63.3% 0.0%
Action 5 9 11.1% 11.1% 55.6% 11.1%
Action 6 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years N/A 0 of 0 office actions
All years 8.5% 39 of 459 office actions
Change N/A Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

1.8%
0.0%
0.0%
10.0%
0.0%
2014: Alice
0.0%
7.2%
14.3%
21.7%
22.5%
2019: PEG
8.1%
4.3%
0.0%

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

PTAB appeals

Matched decisions: 3. Merits outcomes: 1 affirmed, 1 affirmed in part, and 1 reversed.

Full reversal rate
33.3% 1/3 decisions
Full or partial reversal rate
66.7% 2/3 decisions
Median appeal duration
0.1 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Oct. 25, 2021 14/075,028 Reversed §102
Oct. 15, 2021 15/186,099 Affirmed §103
Aug. 4, 2020 14/879,485 Affirmed in part §101 · §102 · §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.

Job History

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