Listed by the USPTO as ROY, SANCHITA
Tech Center 2100 • Art Units: 2143 2146 2178
This examiner grants 72% of resolved cases
ROY, SANCHITA has resolved 336 cases in Tech Center 2100 and Art Unit 2143. The allowance rate is 72.3%, and the interview lift is 47.1%. The median time to allowance is 1192 days. The interview measure is notably positive within this profile, so interview preparation may warrant specific attention when the issues are suitable for discussion.
International Business Machines Corporation, DeepMind Technologies Limited, and Google LLC are the listed leading companies. Dinsmore & Shohl LLP - Intuit, Fitch, Even, Tabin & Flannery, LLP, and Greenberg Traurig, LLP - AMD, Inc. are the listed leading firms. The resolved-case volume is sufficient to make the profile useful for planning, but practitioners should still connect the aggregate metrics to the claims, references, and procedural posture of each application.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18389010 | Generating Synthetic Heterogenous Time-Series Data | Non-Final OA | Google LLC |
| 18455340 | Method and System for Industrial Change Point Detection | Final Rejection | ABB Schweiz AG |
| 18242691 | Techniques for Improving Automated Communication System Responses Using Interactive Chat Machine Learning Models | Final Rejection | STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY |
| 18601150 | AI TRAINING METHOD, AI TRAINING DEVICE, AND AI TRAINING PROGRAM | Non-Final OA | DENSO TEN Limited |
| 17828613 | FEDERATED LEARNING USING SECURE CENTERS OF CLIENT DEVICE EMBEDDINGS | Final Rejection | QUALCOMM Incorporated |
| 18325379 | COMPUTER-IMPLEMENTED TECHNOLOGIES FOR TRAINING AND COMPRESSING A DEEP NEURAL NETWORK | Final Rejection | Microsoft Technology Licensing, LLC |
| 18224497 | Autocontrastive Decoding Among Model Layers | Final Rejection | International Business Machines Corporation |
| 18216671 | IMPROVED TRANSFORMERS USING FAITHFUL POSITIONAL ENCODING | Non-Final OA | International Business Machines Corporation |
| 18478639 | SYSTEMS AND METHODS FOR MODEL ENSEMBLE ACCELERATION | Non-Final OA | Advanced Micro Devices, Inc. |
| 18175681 | LAYER-WISE EFFICIENT UNIT TESTING IN VERY LARGE MACHINE LEARNING MODELS | Final Rejection | Dell Products L.P. |
| 18468009 | SYSTEMS AND METHODS TO FACILITATE DECISION MAKING FOR UTILITY NETWORKS | Non-Final OA | CASE WESTERN RESERVE UNIVERSITY |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy72.3% of resolved applications examined by Sanchita Roy were allowed (336 resolved cases), compared with 50.4% across Art Unit 2143 over the last five years.
This examiner's interview lift is +47.1 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Sanchita Roy took 1,192 days on average from filing to allowance.
Sanchita Roy examines applications in Art Unit 2143 in Tech Center 2100 (Computing & Software).
