Prosecution Insights
Last updated: October 27, 2026

Sheza Abdul Aziz, USPTO Patent Examiner

Listed by the USPTO as AZIZ, SHEZA ABDUL

Tech Center 2600 • Art Units: 2657

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-62.0% vs TC avg
31
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

7.1%
§101 Eligibility
1.8%
§102 Novelty
62.5%
§103 Obviousness
26.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18931599 ELECTRONIC DEVICE AND SYSTEM INCLUDING SAME Non-Final OA LG ELECTRONICS INC.
19116911 Revision of and Attribution for Output of Text Generation Models Non-Final OA Google LLC
18770309 ACTIVE SOUND MANAGEMENT SYSTEM IN A WORK MACHINE Non-Final OA Deere & Company
19094847 System and Method for Task-Aware Unified Source Separation Non-Final OA Mitsubishi Electric Research Laboratories, Inc.
18889102 VOCODER TECHNIQUES Final Rejection Fraunhofer-Gesellschaft zur Forderung der angewandten Forschung e.V.
18771290 ELECTRONIC APPARATUS AND METHOD FOR CLASSIFYING COGNITIVE IMPAIRMENT BASED ON LARGE LANGUAGE MODEL Final Rejection ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
19188360 ITERATIVE AUDIO AI VALIDATION AND ENHANCEMENT SYSTEM Non-Final OA International Business Machines Corporation
18345204 PRODUCING A SUMMARY OF A TEXT USING INCREMENTAL CONCEPT PROGRESSION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
19188305 CHATBOT ACCESS TO ERP DATA USING LARGE LANGUAGE MODEL Non-Final OA SAP SE
19039252 METHOD OF GENERATING SPEECH BASED ON NORMALIZING FLOW MODEL THAT GENERATES TIMBRE FROM TEXT Non-Final OA POSTECH RESEARCH AND BUSINESS DEVELOPMENT FOUNDATION
18769197 DETECTING SYNTHETIC SPEECH Final Rejection SRI International
18766378 METHOD, APPARATUS AND SYSTEM FOR CONSISTENCY ENHANCED LARGE LANGUAGE MODELS Final Rejection SRI International

Facing This Examiner?

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

Build Your Strategy

Who Appears Before This Examiner

Top companies before this examiner

Law firms appearing most often

Frequently Asked Questions

Which art unit does examiner Sheza Abdul Aziz work in?

Sheza Abdul Aziz examines applications in Art Unit 2657 in Tech Center 2600 (Communications).

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month