Prosecution Insights
Last updated: October 02, 2026

Examiner: ALSHAHARI, SADIK AHMED

Tech Center 4100 • Art Units: 2121 2124 2164 2858 4100

This examiner grants 37% of resolved cases

Performance Statistics

37.0%
Allow Rate
-23.0% vs TC avg
67
Total Applications
+39.0%
Interview Lift
1642
Avg Prosecution Days
Based on 46 resolved cases, 2023–2026

Rejection Statute Breakdown

27.8%
§101 Eligibility
5.5%
§102 Novelty
47.9%
§103 Obviousness
16.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18527856 APPARATUS AND METHOD FOR NEURAL NETWORK TILING Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17443666 SYSTEM AND METHOD FOR DYNAMIC QUANTIZATION FOR DEEP NEURAL NETWORK FEATURE MAPS Non-Final OA Samsung Electronics Co., Ltd.
18379136 RELEVANCE IN A KNOWLEDGE GRAPH Non-Final OA Apple Inc.
17405939 TWO-HEADED ATTENTION FUSED AUTOENCODER FOR CONTEXT-AWARE RECOMMENDATION Final Rejection THE TORONTO-DOMINION BANK
18377526 ACTIVE LEARNING MACHINE LEARNING INTERATOMIC POTENTIAL (MLIP) TRAINING METHODS Non-Final OA Robert Bosch GmbH
18504117 TRAINING-FREE ARCHITECTURE SEARCH FOR EFFICIENT VISION TRANSFORMERS VIA APPROXIMATED ATTENTION STATISTICS Non-Final OA QUALCOMM Incorporated
18465034 QUANTIZATION-AWARE FEDERATED TRAINING TO ADDRESS EDGE DEVICES HARDWARE CAPABILITIES Final Rejection QUALCOMM Incorporated
18521190 SYSTEMS AND METHODS FOR RULE AGNOSTIC REJECT INFERENCING Non-Final OA PayPal, Inc.
17376223 ACCELERATING INFERENCES PERFORMED BY ENSEMBLE MODELS OF BASE LEARNERS Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17093804 DIVIDE-AND-CONQUER FRAMEWORK FOR QUANTILE REGRESSION Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
18641572 Computer-Implemented Method and System for Operating a Technical Device Non-Final OA Siemens Aktiengesellschaft
17382691 MACHINE LEARNING TECHNIQUES FOR GENERATING RECALCULATION DETERMINATIONS FOR PREDICTED RISK SCORES Final Rejection Optum, Inc.
18345715 SELF-LEARNING QUANTUM COMPUTING PLATFORM Final Rejection Dell Products L.P.
18259344 MODULAR AUTOENCODER MODEL FOR MANUFACTURING PROCESS PARAMETER ESTIMATION Final Rejection ASML Netherlands B.V.

Facing This Examiner?

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

Build Your Strategy

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