Prosecution Insights
Last updated: May 29, 2026

Examiner: ALGHAZZY, SHAMCY

Tech Center 2100 • Art Units: 2128

This examiner grants 49% of resolved cases

Performance Statistics

49.2%
Allow Rate
-5.8% vs TC avg
88
Total Applications
+1.9%
Interview Lift
1602
Avg Prosecution Days
Based on 65 resolved cases, 2023–2026

Rejection Statute Breakdown

25.2%
§101 Eligibility
7.1%
§102 Novelty
66.7%
§103 Obviousness
1.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
16527411 PERSONALIZED COMPLIMENTARY ITEM RECOMMENDATIONS USING SEQUENTIAL AND TRIPLET NEURAL ARCHITECTURE Non-Final OA Walmart Apollo, LLC
17117153 HYBRID ENSEMBLE APPROACH FOR IOT PREDICTIVE MODELLING Non-Final OA Caterpillar Inc.
16969964 SEARCH SYSTEM, SEARCH METHOD, AND PROGRAM Non-Final OA RAKUTEN GROUP, INC.
17214583 ARCHITECTURE FOR MACHINE LEARNING (ML) ASSISTED COMMUNICATIONS NETWORKS Non-Final OA QUALCOMM Incorporated
17361974 DETECTION OF ABNORMAL BEHAVIOUR OF DEVICES FROM ASSOCIATED UNLABELED SENSOR OBSERVATIONS Non-Final OA Tata Consultancy Services Limited
18225674 TEMPORALLY STABLE DATA RECONSTRUCTION WITH AN EXTERNAL RECURRENT NEURAL NETWORK Non-Final OA NVIDIA Corporation

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