Examiner: ASHRAF, WASEEM

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

This examiner grants 50% of resolved cases

Performance Statistics

50.0%

Allow Rate

-10.0% vs TC avg

271

Total Applications

+9.3%

Interview Lift

1495

Avg Prosecution Days

Based on 260 resolved cases, 2023–2026

2.4%

§101 Eligibility

8.0%

§102 Novelty

87.1%

§103 Obviousness

1.2%

§112 Clarity

App #	Title	Status	Assignee
18616620	Matching Images of Current Inventory with Machine Learning Predictions of User Preferences to Customize User Interface	Final Rejection	Maplebear Inc.
18594559	UNIQUE ANIMATRONIC ANIMATION	Non-Final OA	DISNEY ENTERPRISES, INC.
18200504	Method and Apparatus for Validation of Targeted Advertising Data	Non-Final OA	PartnerCentric, Inc

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