Art Unit 2665

Group 2660Image Analysis and Pattern Recognition

Active examiners
42
Average office actions per grant
1.58

Grant ratio

Art Unit 2665
82.5%
Group 2660
78.7%

Active examiners

Daniel Mariam 94.3% 1.19 August 2026
Aaron W. Carter 86.3% 1.76 August 2026
Bobbak Safaipour 79.7% 1.87 August 2026
Van D Huynh 80.3% 1.57 August 2026
Samir Anwar Ahmed 83.1% 1.56 August 2026
Utpal Shah 90.6% 1.38 August 2026
John Strege 86.8% 1.52 August 2026
Delomia L Gilliard 89.3% 1.36 August 2026
Zhiyu Lu 48.2% 3.49 August 2026
Amandeep Saini 91.0% 1.60 August 2026
Shefali D. Goradia 92.6% 1.40 August 2026
Michelle Entezari 76.7% 2.05 August 2026
Oneal R Mistry 88.0% 1.63 August 2026
Mia M. Thomas 81.1% 1.57 August 2026
Wassim Mahrouka 64.3% 1.46 August 2026
Jonathan S Lee 80.1% 1.57 August 2026
Ian L Lemieux 85.6% 1.46 August 2026
Tahmina Ansari 87.3% 1.45 August 2026
Sean M Conner 74.5% 2.05 July 2026
David F. Dunphy 78.8% 1.47 August 2026
Siamak Harandi 92.4% 1.25 August 2026
Bernard Krasnic 77.2% 1.82 August 2026
Pinalben V Patel 85.1% 1.50 August 2026
Timothy Wing Ho Choi 69.6% 2.50 August 2026
Shaghayegh Azima 78.5% 1.71 August 2026
Raphael Schwartz 55.0% 2.17 August 2026
Stephen Coleman 90.5% 1.78 August 2026
Benedict Lee 56.7% 1.71 August 2026
Andrew Moyer 72.0% 1.94 July 2026
Ashley Hytrek 43.8% 1.61 August 2026
Duy A Tran 82.3% 1.79 August 2026
Michael Kim Maiden 53.8% 1.20 August 2026
Joshua Chen 37.7% 1.27 August 2026
Michael Osinski 90.6% 1.94 August 2026
Dylan J Sherrillo 46.8% 1.10 August 2026
Jongbong Nah 76.9% 1.44 August 2026
Steve Koziol 18.4% 1.69 August 2026
Samuel David Baynes 0.0% N/A August 2026
Raven S. Jones 0.0% N/A August 2026
Ali Bayat 100.0% 1.13 August 2026
Kathleen Yuan Dulaney 100.0% 1.94 August 2026
Edward Park 0.0% 1.66 August 2026

Examiner distribution

Median grant ratio
79.9%
Middle 50% of grant ratios
65.6%–87.2%
Median office actions / grant
1.57
Middle 50% of office actions / grant
1.45–1.79

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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