Prosecution Insights
Last updated: April 19, 2026

Examiner: NGUYEN, MAIKHANH

Tech Center 2100 • Art Units: 2144 2176

This examiner grants 87% of resolved cases

Performance Statistics

87.2%
Allow Rate
+32.2% vs TC avg
726
Total Applications
+28.2%
Interview Lift
1207
Avg Prosecution Days
Based on 713 resolved cases, 2023–2026

Rejection Statute Breakdown

20.6%
§101 Eligibility
20.7%
§102 Novelty
37.6%
§103 Obviousness
9.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18223888 METHOD AND SYSTEM FOR OPTIMIZING NEURAL NETWORKS (NN) FOR ON-DEVICE DEPLOYMENT IN AN ELECTRONIC DEVICE Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17841022 GENERATING CROSS-DOMAIN GUIDANCE FOR NAVIGATING HCI'S Non-Final OA X Development LLC
18099328 DEEP LEARNING BASED ARRIVAL TIME PREDICTION SYSTEM Non-Final OA Uber Technologies, Inc.
18069719 FEATURE MAP DECOMPOSITION AND OPERATOR DECOMPOSITION IN MACHINE LEARNING OPERATIONS Non-Final OA QUALCOMM Incorporated
17987756 AUTOMATED CUSTOM FEATURE ENGINEERING Non-Final OA Fujitsu Limited
18038956 DISCRIMINATOR GENERATION DEVICE, DISCRIMINATOR GENERATION METHOD, AND DISCRIMINATOR GENERATION PROGRAM Non-Final OA NTT, Inc.
18110074 AI CUSTOMIZED MLOPS FRAMEWORK IN A MULTI-TENANT CLOUD ENVIRONMENT Non-Final OA Kyndryl, Inc.
18223761 AUTOMATIC SMOOTHING AND RE-BINNING FOR MACHINE LEARNING MODEL OUTPUT Non-Final OA DataRobot, Inc.
17868925 Configuring a Pipeline Including a Signal Processing Component and a Machine Learning Component Non-Final OA EdgeImpulse Inc.
18216621 CAUSE ESTIMATION SYSTEM, PROGRAM, AND MODEL CONSTRUCTION METHOD Non-Final OA Azbil Corporation

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