Listed by the USPTO as ALGHAZZY, SHAMCY
Tech Center 2100 • Art Units: 2128
This examiner grants 53% of resolved cases
ALGHAZZY, SHAMCY works in tech center 2100 and art unit 2128. The profile shows 74 resolved cases and an allowance rate of 52.7%. Median time to allowance is 1604 days. Interviews are associated with a 1.9% lift in the allowance rate, indicating only a limited positive interview signal in the reported data.
The listed companies are Dell Products L.P., Google LLC, and Honda Motor Co., Ltd. The listed firms are BANNER & WITCOFF, LTD, Hanley, Flight and Zimmerman, LLC, and HEA Law. The case volume and timing provide a useful starting point for counsel assessing matters in art unit 2128.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18514391 | PARTIAL GRAPH PATH PREDICTION AND NEXT TOKEN PREDICTION JOINT TRAINING ALGORITHM FOR GENERATIVE LANGUAGE MODELS | Non-Final OA | Oracle International Corporation |
| 17947985 | STATE-DEPENDENT ACTION SPACE QUANTIZATION | Non-Final OA | Google LLC |
| 18415594 | ROBOT SYSTEM AND METHOD FOR LEARNING ONE OR MORE NEW SEMANTIC RELATIONS IN A KNOWLEDGE BASE OF PHYSICAL SKILLS | Non-Final OA | Honda Motor Co., Ltd. |
| 17214583 | ARCHITECTURE FOR MACHINE LEARNING (ML) ASSISTED COMMUNICATIONS NETWORKS | Non-Final OA | QUALCOMM Incorporated |
| 17254150 | TECHNIQUES TO DETECT FUSIBLE OPERATORS WITH MACHINE LEARNING | Final Rejection | INTEL CORPORATION |
| 17117153 | HYBRID ENSEMBLE APPROACH FOR IOT PREDICTIVE MODELLING | Final Rejection | Caterpillar Inc. |
| 18414927 | Training Deep Learning Models based on Characteristics of Accelerators for Improved Energy Efficiency in Accelerating Computations of the Models | Non-Final OA | Micron Technology, Inc. |
| 18624700 | INTERPRETING COMMANDS BASED ON AI-ASSISTED GENERATION OF COMMAND CONSTRUCTIONS | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18458257 | System and Method for Generating a Trained Neural Network from a Pretrained Machine Learning Model | Final Rejection | Microsoft Technology Licensing, LLC |
| 16367565 | METRIC VALUE CALCULATION FOR CONTINUOUS LEARNING SYSTEM | Non-Final OA | International Business Machines Corporation |
| 18225674 | TEMPORALLY STABLE DATA RECONSTRUCTION WITH AN EXTERNAL RECURRENT NEURAL NETWORK | Final Rejection | NVIDIA Corporation |
| 18154407 | FEDERATED GLOBAL BATCH NORMALIZATION WITH SECURE AGGREGATION FOR FEDERATED LEARNING | Final Rejection | Dell Products L.P. |
| 17238287 | INTELLIGENT SUPPORT FRAMEWORK | Final Rejection | Dell Products L.P. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy52.7% of resolved applications examined by Shamcy Alghazzy were allowed (74 resolved cases), compared with 38.7% across Art Unit 2128 over the last five years.
This examiner's interview lift is +1.9 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Shamcy Alghazzy took 1,604 days on average from filing to allowance.
Shamcy Alghazzy examines applications in Art Unit 2128 in Tech Center 2100 (Computing & Software).
