Prosecution Insights
Last updated: October 27, 2026

Abdullah Khaled Aboud, USPTO Patent Examiner

Listed by the USPTO as ABOUD, ABDULLAH KHALED

Tech Center 2100 • Art Units: 2121 2147

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-55.0% vs TC avg
31
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

32.6%
§101 Eligibility
3.4%
§102 Novelty
44.9%
§103 Obviousness
18.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18742618 LANGUAGE MODEL TRAINING METHOD AND COMPUTING DEVICE Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
18468823 DATA PROCESSING APPARATUS AND METHOD Non-Final OA Canon Kabushiki Kaisha
18739034 DETECTING SUBTLE CONSUMER PREFERENCES WITH GRANULAR BROWSING BEHAVIORS ON CONSOLE/APP Non-Final OA Sony Interactive Entertainment Inc.
18031106 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18638414 ITEM RECOMMENDATION METHOD AND APPARATUS, AND STORAGE MEDIUM Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18738984 SYSTEMS AND METHODS FOR BUILDING TASK-ORIENTED HIERARCHICAL AGENT ARCHITECTURES Non-Final OA Salesforce, Inc.
18593509 MINING COLLABORATION NETWORK SIGNALS TO GENERATE PROCESS OPTIMIZATION RECOMMENDATION USING AI Non-Final OA Microsoft Technology Licensing, LLC
18172466 Intelligent Machine Environment Layout Adjustment Non-Final OA International Business Machines Corporation
18100933 METHOD FOR COMBINING CLASSIFICATION AND FUNCTIONAL DATA ANALYSIS FOR ENERGY CONSUMPTION FORECASTING Non-Final OA Hitachi, Ltd.
18194108 NEURAL NETWORK INCLUDING LOCAL STORAGE UNIT Non-Final OA STMicroelectronics International N.V.
18678628 MANAGING INFERENCE MODELS USING STRUCTURED REPRESENTATIONS FOR SUMMARIZED INFERENCES Non-Final OA Dell Products L.P.
18707282 SYSTEM AND METHOD FOR TRAINING MACHINE LEARNING MODEL WITH GEOGRAPHICAL LOCATION Non-Final OA GRABTAXI HOLDINGS PTE. LTD.

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Frequently Asked Questions

Which art unit does examiner Abdullah Khaled Aboud work in?

Abdullah Khaled Aboud examines applications in Art Unit 2121 in Tech Center 2100 (Computing & Software).

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