Prosecution Insights
Last updated: October 26, 2026

Niroj Koirala, USPTO Patent Examiner

Listed by the USPTO as KOIRALA, NIROJ

Tech Center 4100 • Art Units: 2129 4100

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-60.0% vs TC avg
9
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

29.2%
§101 Eligibility
4.2%
§102 Novelty
41.7%
§103 Obviousness
25.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18381738 MACHINE LEARNING MODEL INTERPRETABILITY FOR SEMI-SUPERVISED MULTIVARIATE ANOMALY DETECTION Non-Final OA Oracle International Corporation
18479283 DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR MACHINE LEARNING Non-Final OA Robert Bosch GmbH
18489503 Efficient Training Mixture Calibration for Training Machine-Learned Models Non-Final OA Google LLC
18703396 MANAGING A MODEL TRAINED USING A MACHINE LEARNING PROCESS Non-Final OA KONINKLIJKE PHILIPS N.V.
18656691 AUTOMATED META-LEARNING IN CLUSTERING USING A MACHINE LEARNING CLUSTERING META LEARNING MODEL Non-Final OA International Business Machines Corporation
18496399 PRIVACY-PRESERVING ROBUST DOMAIN ADAPTATION IN EDGE ENVIRONMENTS Non-Final OA Dell Products L.P.

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Frequently Asked Questions

Which art unit does examiner Niroj Koirala work in?

Niroj Koirala examines applications in Art Unit 2129 in Tech Center 4100.

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