Prosecution Insights
Last updated: October 27, 2026

Ibrahim Rahman, USPTO Patent Examiner

Listed by the USPTO as RAHMAN, IBRAHIM

Tech Center 2100 • Art Units: 2122 2147

This examiner grants 16% of resolved cases

Performance Statistics

15.8%
Allow Rate
-39.2% vs TC avg
44
Total Applications
-2.4%
Interview Lift
1471
Avg Prosecution Days
Based on 19 resolved cases, 2023–2026

Rejection Statute Breakdown

38.4%
§101 Eligibility
18.4%
§102 Novelty
31.4%
§103 Obviousness
11.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17552501 NEURAL NETWORK MODEL QUANTIZATION METHOD AND APPARATUS Final Rejection SAMSUNG ELECTRONICS CO., LTD.
18621366 ENHANCING ANOMALY DETECTION SYSTEMS THROUGH INTELLIGENT MANAGEMENT OF FEEDBACK AND MODEL RETRAINING Non-Final OA Oracle International Corporation
17696685 GRAPH RECOMMENDATIONS FOR OPTIMAL MODEL CONFIGURATIONS Non-Final OA Oracle International Corporation
17789715 INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD FOR EVALUTING BEHAVIOURS FROM MULTIPLE VIEWPOINTS TO DETERMINE BEHAVIOR EXECUTION Non-Final OA SONY GROUP CORPORATION
17563411 KNOWLEDGE GRAPH EMBEDDING REPRESENTATION METHOD, AND RELATED DEVICE Final Rejection HUAWEI TECHNOLOGIES CO., LTD.
17499546 MODEL LEARNING APPARATUS, CONTROL APPARATUS, MODEL LEARNING METHOD AND COMPUTER PROGRAM Non-Final OA KABUSHIKI KAISHA TOYOTA CHUO KENKYUSHO
18680221 DETERMINING AND PERFORMING OPTIMAL ACTIONS ON SYSTEMS Non-Final OA Microsoft Technology Licensing, LLC
17688409 DEEP NEURAL NETWORK FOR INGESTED JOB LISTINGS Final Rejection Microsoft Technology Licensing, LLC
17367598 AUTOMATICALLY STRUCTURING USER INTERACTION TRAILS FOR KNOWLEDGE EXPANSION IN A KNOWLEDGE GRAPH Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18345154 CIRCUIT CUTTING FOR QUANTUM SIMULATION WITH RESOURCE USAGE PREDICTION Final Rejection Dell Products L.P.
18345313 MULTIPLE MECHANISMS FOR CIRCUIT CHECKPOINTS Final Rejection Dell Products L.P.
17553239 EDGE DEVICE HAVING A HETEROGENOUS NEUROMORPHIC COMPUTING ARCHITECTURE Final Rejection SRI International
17336573 METHOD OF GENERATING SOLUTIONS FOR COMPLEX BUSINESS PROBLEMS INVOLVING GROUPS OF EQUIPMENT AND PERSONNEL USING AN ARTIFICIAL INTELLIGENCE MODEL Non-Final OA AT&T Mobility II LLC

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Frequently Asked Questions

What is examiner Ibrahim Rahman's allowance rate?

15.8% of resolved applications examined by Ibrahim Rahman were allowed (19 resolved cases), compared with 31.6% across Art Unit 2122 over the last five years.

Does an interview help with examiner Ibrahim Rahman?

This examiner's interview lift is -2.4 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.

How long does examiner Ibrahim Rahman take to allow a patent?

Applications allowed by Ibrahim Rahman took 1,471 days on average from filing to allowance.

Which art unit does examiner Ibrahim Rahman work in?

Ibrahim Rahman examines applications in Art Unit 2122 in Tech Center 2100 (Computing & Software).

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