Examiner: ASHRAF, WASEEM

Tech Center 4100 • Art Units: 2155 2453 2455 3621 3682 4123

This examiner grants 50% of resolved cases

Performance Statistics

49.6%

Allow Rate

-10.4% vs TC avg

273

Total Applications

+9.6%

Interview Lift

1491

Avg Prosecution Days

Based on 262 resolved cases, 2023–2026

13.2%

§101 Eligibility

19.9%

§102 Novelty

47.4%

§103 Obviousness

15.8%

§112 Clarity

App #	Title	Status	Assignee
18468044	CLOUD INFRASTRUCTURE-BASED ONLINE PUBLISHING PLATFORMS FOR VIRTUAL PRIVATE LABEL CLOUDS	Final Rejection	Oracle International Corporation
18616620	Matching Images of Current Inventory with Machine Learning Predictions of User Preferences to Customize User Interface	Non-Final OA	Maplebear Inc.

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.