Prosecution Insights
Last updated: April 19, 2026

Examiner: ALSHAHARI, SADIK AHMED

Tech Center 2100 • Art Units: 2121

This examiner grants 35% of resolved cases

Performance Statistics

35.3%
Allow Rate
-19.7% vs TC avg
58
Total Applications
+47.1%
Interview Lift
1629
Avg Prosecution Days
Based on 34 resolved cases, 2023–2026

Rejection Statute Breakdown

31.8%
§101 Eligibility
4.1%
§102 Novelty
41.7%
§103 Obviousness
16.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17443666 SYSTEM AND METHOD FOR DYNAMIC QUANTIZATION FOR DEEP NEURAL NETWORK FEATURE MAPS Final Rejection Samsung Electronics Co., Ltd.
17085264 METHOD, ACCELERATOR, AND ELECTRONIC DEVICE WITH TENSOR PROCESSING Final Rejection Samsung Electronics Co., Ltd.
17190383 INTELLIGENT GUIDANCE USING MACHINE LEARNING FOR USER NAVIGATION OF MULTIPLE WEB PAGES Non-Final OA International Business Machines Corporation
17158184 MACHINE LEARNING MODEL DEPLOYMENT WITHIN A DATABASE MANAGEMENT SYSTEM Non-Final OA International Business Machines Corporation
17093804 DIVIDE-AND-CONQUER FRAMEWORK FOR QUANTILE REGRESSION Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
18332974 CLIENT MODEL TRAINING METHOD IN DECENTRALIZED LEARNING ENVIRONMENT AND CLIENT DEVICE PERFORMING THE SAME Non-Final OA ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
17141780 MACHINE LEARNING METHOD FOR INCREMENTAL LEARNING AND COMPUTING DEVICE FOR PERFORMING THE MACHINE LEARNING METHOD Non-Final OA Electronics and Telecommunications Research Institute
17405939 TWO-HEADED ATTENTION FUSED AUTOENCODER FOR CONTEXT-AWARE RECOMMENDATION Non-Final OA THE TORONTO-DOMINION BANK
17491094 PRIVATE SPLIT CLIENT-SERVER INFERENCING Non-Final OA QUALCOMM Incorporated
17379833 ELASTIC BOTTLENECK ARCHITECTURES FOR VARIABLE CONVOLUTION OPERATIONS Final Rejection QUALCOMM Incorporated
18028845 DETECTING ADVERSARIAL EXAMPLES USING LATENT NEIGHBORHOOD GRAPHS Non-Final OA Visa International Service Association
17382691 MACHINE LEARNING TECHNIQUES FOR GENERATING RECALCULATION DETERMINATIONS FOR PREDICTED RISK SCORES Final Rejection Optum, Inc.
18259344 MODULAR AUTOENCODER MODEL FOR MANUFACTURING PROCESS PARAMETER ESTIMATION Non-Final OA ASML Netherlands B.V.
18259406 A METHOD FOR THE MODEL-INDEPENDENT SOLUTION OF INVERSE PROBLEMS WITH DEEP LEARNING IN IMAGE/VIDEO PROCESSING Non-Final OA Istanbul Medipol Universitesi Teknoloji Transfer Ofisi Anonim Sirketi
17727725 HUMAN IDENTIFICATION METHOD BASED ON EXPERT FEEDBACK MECHANISM Non-Final OA Northwestern Polytechnical University
17430192 METHOD OF GENERATING CLASSIFIER BY USING SMALL NUMBER OF LABELED IMAGES Non-Final OA Beijing Research Institute, University of Science and Technology of China
17395972 APPARATUS AND METHOD FOR ELECTRONIC DETERMINATION OF SYSTEM DATA INTEGRITY Non-Final OA PREDICTIVEIQ LLC

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