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
18616620	Matching Images of Current Inventory with Machine Learning Predictions of User Preferences to Customize User Interface	Non-Final OA	Maplebear Inc.
18129447	AUTOMATIC KEYWORD GROUPING FOR CAMPAIGN BID CUSTOMIZATION	Non-Final OA	Maplebear Inc. (dba Instacart)

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