Examiner: SHEIKH, AYAAN AYAZ

Tech Center 2100 • Art Units: 2128

This examiner grants 0% of resolved cases

Performance Statistics

—

Allow Rate

-55.0% vs TC avg

Total Applications

—

Interview Lift

Avg Prosecution Days

Based on 0 resolved cases, 2023–2026

§101 Eligibility

40.9%

§102 Novelty

59.1%

§103 Obviousness

§112 Clarity

App #	Title	Status	Assignee
18494944	AUTOMATED MACHINE LEARNING PIPELINE GENERATION	Non-Final OA	Amazon Technologies, Inc.
18540596	OPTIMIZATION OF ROBOTIC PROCESS AUTOMATION (RPA)	Non-Final OA	INTERNATIONAL BUSINESS MACHINES CORPORATION
18007703	LEARNING METHOD, LEARNING APPARATUS AND PROGRAM	Non-Final OA	NTT, Inc.
18541768	DATA IMPUTATION OF UNKNOWN-UNKNOWN DATA AND USE THEREOF	Non-Final OA	Optum, Inc.

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