Listed by the USPTO as AGRAWAL, SHISHIR
Tech Center 2100 • Art Units: 2115 2123
This examiner grants 8% of resolved cases
AGRAWAL, SHISHIR is an examiner in Tech Center 2100 and Art Unit 2115. The profile contains 25 resolved cases, an allowance rate of 8.0%, and a median of 1468 days to allowance. Interviews show a 15.4% lift in allowance outcomes. The limited resolved-case base makes the figures useful as an initial signal, while individual office actions remain important to case-specific planning.
The listed company matters are Dell Products L.P., Google LLC, and ABB Schweiz AG. The listed firms are Brooks Kushman P.C., Fitch, Even, Tabin & Flannery, LLP, and IDEA Intellectual Limited. Practitioners should account for the recorded allowance pattern and extended median timeline when setting client expectations, while using interviews and claim-focused responses to test the most effective path forward.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18173347 | Proxy Task Design Tools for Neural Architecture Search | Final Rejection | Google LLC |
| 18956147 | Monitoring Machine Learning Models | Non-Final OA | ABB Schweiz AG |
| 18848900 | FEDERATED LEARNING METHOD AGAINST BACKDOOR ATTACKS | Non-Final OA | ZHEJIANG UNIVERSITY |
| 17625470 | KNOWLEDGE BASED INFORMATION MODELING SERVICE PLATFORM FOR AUTONOMOUS SYSTEMS | Non-Final OA | Siemens Aktiengesellschaft |
| 18753945 | DYNAMIC AGENTS WITH REAL-TIME ALIGNMENT | Non-Final OA | Microsoft Technology Licensing, LLC |
| 17756373 | INFERENCE DEVICE, INFERENCE METHOD AND INFERENCE PROGRAM FOR ANALYZING MANUFACTURING TIME-SERIES DATA USING A PLURALITY OF NETWORK SECTIONS | Final Rejection | Tokyo Electron Limited |
| 17850764 | SYSTEM AND METHOD FOR CAPACITY PLANNING FOR DATA AGGREGATION USING SIMILARITY GRAPHS | Final Rejection | Dell Products L.P. |
| 17647628 | UNKNOWN OBJECT CLASSIFICATION FOR UNSUPERVISED SCALABLE AUTO LABELLING | Final Rejection | Dell Products L.P. |
| 18712765 | IDENTIFYING DEVIATING MODULES FROM A REFERENCE POPULATION FOR MACHINE DIAGNOSTICS | Non-Final OA | ASML NETHERLANDS B.V. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy8.0% of resolved applications examined by Shishir Agrawal were allowed (25 resolved cases), compared with 71.8% across Art Unit 2115 over the last five years.
This examiner's interview lift is +15.4 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Shishir Agrawal took 1,468 days on average from filing to allowance.
Shishir Agrawal examines applications in Art Unit 2115 in Tech Center 2100 (Computing & Software).
