Prosecution Insights
Last updated: August 17, 2026

Examiner: MAHARAJ, DEVIKA S

Tech Center 4100 • Art Units: 2123 4100

This examiner grants 56% of resolved cases

Performance Statistics

55.8%
Allow Rate
-4.2% vs TC avg
111
Total Applications
+9.3%
Interview Lift
1671
Avg Prosecution Days
Based on 86 resolved cases, 2023–2026

Rejection Statute Breakdown

30.0%
§101 Eligibility
10.5%
§102 Novelty
46.4%
§103 Obviousness
10.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18409017 RETRAINING SYSTEM, INSPECTION SYSTEM, EXTRACTION DEVICE, RETRAINING METHOD, AND STORAGE MEDIUM Non-Final OA KABUSHIKI KAISHA TOSHIBA
17948392 Data Processing Method and Apparatus Final Rejection Huawei Technologies Co., Ltd.
17936254 DEVICE AND METHOD FOR GENERATING NETWORK USING COMPLEX NETWORK PROPERTIES Final Rejection ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
17992334 MACHINE LEARNING MODEL TRAINING WITH PRIVACY AND EXPLAINABILITY Final Rejection SAP SE
18324115 EXPLORATORY OFFLINE GENERATIVE ONLINE MACHINE LEARNING Final Rejection Fujitsu Limited
16998694 OPTIMIZED NEURAL NETWORK GENERATION Non-Final OA NVIDIA Corporation
18296058 MACHINE LEARNING-BASED ANALYSIS OF NETWORK DEVICES UTILIZATION AND FORECASTING Final Rejection Cisco Technology, Inc.
17972051 NEURON CIRCUIT, OPERATING METHOD THEREOF, AND NEUROMORPHIC DEVICE INCLUDING NEURON CIRCUIT Final Rejection SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
18136257 QUANTUM SENSOR NETWORK AND MEASURING MULTIPLE FUNCTIONS WITH A QUANTUM SENSOR NETWORK Non-Final OA Government of the United States of America, as represented by the Secretary of Commerce
18393263 DISTRIBUTION-BASED RISK MANAGEMENT IN CLASSIFICATION MODELS Non-Final OA NORTHROP GRUMMAN SYSTEMS CORPORATION
18548870 NEURAL NETWORK PROCESSOR SYSTEM WITH RECONFIGURABLE NEURAL PROCESSING UNIT, AND METHOD OF OPERATING AND METHOD OF FORMING THEREOF Non-Final OA Agency for Science, Technology and Research

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