Art Unit 2665

Group 2660Image Analysis and Pattern Recognition

Active examiners
41
Average office actions per grant
1.58

Grant ratio

Art Unit 2665
82.0%
Group 2660
77.9%

Active examiners

Daniel Mariam 94.3% 1.19 October 2026
Aaron W. Carter 86.3% 1.76 October 2026
Bobbak Safaipour 78.6% 1.87 October 2026
Van D Huynh 79.3% 1.57 October 2026
Samir Anwar Ahmed 82.8% 1.56 October 2026
Utpal Shah 90.6% 1.38 October 2026
John Strege 86.7% 1.52 October 2026
Delomia L Gilliard 89.2% 1.36 October 2026
Zhiyu Lu 46.8% 3.49 October 2026
Amandeep Saini 90.9% 1.60 September 2026
Shefali D. Goradia 92.6% 1.40 October 2026
Michelle Entezari 76.6% 2.05 October 2026
Oneal R Mistry 88.0% 1.63 October 2026
Wassim Mahrouka 61.3% 1.46 October 2026
Mia M. Thomas 79.3% 1.57 October 2026
Jonathan S Lee 80.0% 1.57 October 2026
Ian L Lemieux 85.6% 1.46 October 2026
Tahmina Ansari 87.3% 1.45 October 2026
Sean M Conner 74.4% 2.05 October 2026
David F. Dunphy 78.8% 1.47 October 2026
Siamak Harandi 92.4% 1.25 October 2026
Bernard Krasnic 77.2% 1.82 October 2026
Pinalben V Patel 85.1% 1.50 October 2026
Timothy Wing Ho Choi 69.6% 2.50 October 2026
Shaghayegh Azima 78.5% 1.71 October 2026
Raphael Schwartz 55.0% 2.17 October 2026
Stephen Coleman 90.5% 1.78 October 2026
Benedict Lee 53.8% 1.71 October 2026
Ashley Hytrek 42.0% 1.61 October 2026
Duy A Tran 82.3% 1.79 October 2026
Michael Kim Maiden 51.1% 1.20 October 2026
Joshua Chen 32.9% 1.27 October 2026
Michael Osinski 89.8% 1.94 October 2026
Dylan J Sherrillo 40.0% 1.10 October 2026
Jongbong Nah 76.9% 1.44 October 2026
Steve Koziol 18.4% 1.69 September 2026
Samuel David Baynes 0.0% N/A October 2026
Raven S. Jones 0.0% N/A October 2026
Ali Bayat 100.0% 1.13 October 2026
Kathleen Yuan Dulaney 100.0% 1.94 October 2026
Edward Park 0.0% 1.66 October 2026

Examiner distribution

Median grant ratio
79.3%
Middle 50% of grant ratios
61.3%–87.3%
Median office actions / grant
1.57
Middle 50% of office actions / grant
1.44–1.79

Active examiners with at least 20 applications.

Other associated examiners

Examiners without recent activity.

Based on available public USPTO records; may be incomplete.

Job History

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