Prosecution Insights
Prosecution Insights
Tech Center 2400 • Art Units: 2121 2144 2174 2176 2438
This examiner grants 65% of resolved cases
Shourjo Dasgupta is an examiner in Tech Center 2400, specifically within Art Unit 2121. He has 465 resolved cases and an allowance rate of 65.2%. This rate indicates a moderate level of difficulty for applicants. The interview lift is 39.3%, which is a very high figure showing that interviews are an exceptionally effective tool for securing an allowance.
The median days to allowance for this examiner is 1248. This timeline indicates a prosecution cycle of over three years. For practitioners, the 465 resolved cases offer a reliable data set for strategy. The 65.2% allowance rate and the 39.3% interview lift suggest that direct engagement is a key part of a successful prosecution strategy. In Art Unit 2121, the 1248-day median pendency is an important benchmark for managing client expectations and planning for a multi-year process.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18462702 | SIMULATION METHOD AND SIMULATION DEVICE | Non-Final OA | Samsung Electronics Co., Ltd. |
| 17740291 | MACHINE-LEARNING BASED GESTURE RECOGNITION WITH FRAMEWORK FOR ADDING USER-CUSTOMIZED GESTURES | Non-Final OA | Apple Inc. |
| 17577891 | Systems and Methods for Predicting Power Converter Health | Final Rejection | ABB Schweiz AG |
| 18772334 | METHOD FOR TRAINING A CONVOLUTIONAL NEURAL NETWORK COMPRISING NODES ARRANGED IN LAYERS AND A PRUNING MASK | Non-Final OA | Robert Bosch GmbH |
| 17510215 | METHOD AND DEVICE FOR ASCERTAINING THE ENERGY INPUT OF LASER WELDING USING ARTIFICIAL INTELLIGENCE | Final Rejection | Robert Bosch GmbH |
| 17091499 | Knowledge-Driven and Self-Supervised System for Question-Answering | Non-Final OA | Robert Bosch GmbH |
| 17663430 | Machine Learning Hyperparameter Tuning | Non-Final OA | Google LLC |
| 17651682 | METHOD AND SYSTEM FOR PREDICTING HYDROCARBON RESERVOIR INFORMATION FROM RAW SEISMIC DATA | Non-Final OA | SAUDI ARABIAN OIL COMPANY |
| 17462156 | AI-BASED DETECTION OF PROCESS ANOMALIES IN USAGE DATA FROM PATIENT EXAMINATION DEVICES IN HEALTHCARE | Non-Final OA | Siemens Healthcare GmbH |
| 17805310 | GRAPH-BASED SEMI-SUPERVISED GENERATION OF FILES | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17379078 | DIALYSIS EVENT PREDICTION | Non-Final OA | NEC Laboratories America, Inc. |
| 17127762 | SELF ORGANIZATION OF NEUROMORPHIC MACHINE LEARNING ARCHITECTURES | Final Rejection | California Institute of Technology |
| 18589910 | DEVICE AND METHOD FOR IMPROVED POLICY LEARNING FOR ROBOTS | Non-Final OA | Carnegie Mellon University |
| 17673894 | METHOD AND APPARATUS WITH ADVERSE DRUG REACTION DETECTION BASED ON MACHINE LEARNING | Non-Final OA | RESEARCH & BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY |
| 17813396 | NEURAL NETWORK MEMORY CONFIGURATION | Non-Final OA | Arm Limited |
| 18152588 | EFFICIENT DRIFT DURATION PREDICTION FOR MACHINE LEARNING MODEL MANAGEMENT | Final Rejection | Dell Products L.P. |
| 18585203 | SYSTEM AND METHOD FOR EMPIRICAL PROMPT TUNING | Non-Final OA | Actimize Ltd. |
| 17985020 | Photonic Ising Compute Engine with An Optical Phased Array | Non-Final OA | Raytheon BBN Technologies, Corp. |
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