Listed by the USPTO as BALAKRISHNAN, VIJAY MURALI
Tech Center 2100 • Art Units: 2143 2148
This examiner grants 45% of resolved cases
BALAKRISHNAN, VIJAY MURALI works in Tech Center 2100 and Art Unit 2143. The record shows 29 resolved cases, a 44.8% allowance rate, and a median of 1445 days to allowance. The small case record limits the breadth of the signal, while the median indicates a lengthy prosecution path in the available data.
The interview lift is 76.5%, which makes examiner interviews a particularly important consideration for prosecution planning. The listed companies are Samsung Electronics Co., Ltd., Robert Bosch GmbH, and NEC Corporation. The leading firms are NORTON ROSE FULBRIGHT US LLP, BAKER BOTTS L.L.P., and Dorsey & Whitney - SLC. Practitioners may benefit from using interviews to identify allowable claim features early and manage the extended timeline.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17582873 | ELECTRONIC DEVICE FOR PERFORMING FEDERATED LEARNING USING HARDWARE SECURE ARCHITECTURE AND FEDERATED LEARNING METHOD USING THE SAME | Non-Final OA | Samsung Electronics Co., Ltd. |
| 17469853 | DIFFERENTIABLE ARCHITECTURE SEARCHING | Final Rejection | Samsung Electronics Co., Ltd. |
| 18884541 | METHOD FOR GENERATING A HONEYPOT | Non-Final OA | Robert Bosch GmbH |
| 17996533 | ERROR-SECURED INFERENCE CALCULATION FOR NEURAL NETWORKS | Final Rejection | ROBERT BOSCH GMBH |
| 18037149 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM | Final Rejection | NEC Corporation |
| 18750688 | METHOD AND APPARATUS FOR TRAINING INTELLIGENT MODEL | Non-Final OA | Huawei Technologies Co., Ltd. |
| 17615945 | Inference Processing Apparatus and Inference Processing Method | Final Rejection | NTT, Inc. |
| 17530068 | BOTCASTS - AI BASED PERSONALIZED PODCASTS | Non-Final OA | MICROSOFT TECHNOLOGY LICENSING, LLC |
| 17545358 | IDENTIFYING DIFFERENCES IN COMPARATIVE EXAMPLES USING SIAMESE NEURAL NETWORKS | Non-Final OA | International Business Machines Corporation |
| 18170632 | METHOD AND A SYSTEM FOR GENERATING SECONDARY TASKS FOR NEURAL NETWORKS | Final Rejection | HITACHI, LTD. |
| 18678446 | ADAPTATION OF COMPUTER-IMPLEMENTED MODELS USING ADAPTATION FUSION MATRICES | Non-Final OA | Dell Products L.P. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy44.8% of resolved applications examined by Vijay Murali Balakrishnan were allowed (29 resolved cases), compared with 50.4% across Art Unit 2143 over the last five years.
This examiner's interview lift is +76.5 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Vijay Murali Balakrishnan took 1,445 days on average from filing to allowance.
Vijay Murali Balakrishnan examines applications in Art Unit 2143 in Tech Center 2100 (Computing & Software).
