Listed by the USPTO as MRABI, HASSAN
Tech Center 4100 • Art Units: 2127 2144 2147 2164 2176 2177 2487 4100
This examiner grants 78% of resolved cases
MRABI, HASSAN examines applications in Technology Center 4100 and Art Unit 2127. The profile contains 385 resolved cases, an allowance rate of 78.2%, and a median time to allowance of 1028 days. Interview lift is 32.3%. The docket is large enough to support meaningful historical review, and the interview figure identifies a notable association between examiner interviews and allowance outcomes.
The listed companies are Qualcomm Incorporated, Capital One Services LLC, and Samsung Electronics Co., Ltd. The firms are CANTOR COLBURN LLP, HARNESS DICKEY (DETROIT), and Harrity & Harrity, LLP. These organizations provide useful reference points for finding related applications and representative responses. Counsel may want to pair a technically focused written response with an interview request, while accounting for the median prosecution period in portfolio planning.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18699297 | ISOLATION FOREST WITH ULTRA-LOW RAM FOOTPRINT FOR EDGE | Non-Final OA | Telefonaktiebolaget LM Ericsson (publ) |
| 17767688 | DEVELOPING MACHINE-LEARNING MODELS | Non-Final OA | Telefonaktiebolaget LM Ericsson (publ) |
| 18540334 | DYNAMIC CONFIGURATION OF A DATA PROCESSING SYSTEM | Final Rejection | Capital One Services, LLC |
| 18592250 | SEQUENTIAL CUSTOMIZATION OF TEXT-TO-IMAGE DIFFUSION MODELS OR OTHER MACHINE LEARNING MODELS | Non-Final OA | Samsung Electronics Co., Ltd. |
| 18255142 | PROCESS FOR TRAINING A FIRST ARTIFICIAL NEURAL NETWORK STRUCTURE, COMPUTER SYSTEM, COMPUTER PROGRAM AND COMPUTER-READABLE MEDIUM | Non-Final OA | Robert Bosch GmbH |
| 17877742 | METHODS, SYSTEMS, AND MEDIA FOR BI-MODAL UNDERSTANDING OF NATURAL LANGUAGES AND NEURAL ARCHITECTURES | Non-Final OA | HUAWEI CLOUD COMPUTING TECHNOLOGIES CO., LTD. |
| 18565414 | ACTIVATION BUFFER ARCHITECTURE FOR DATA-REUSE IN A NEURAL NETWORK ACCELERATOR | Final Rejection | QUALCOMM Incorporated |
| 18262718 | KERNEL-GUIDED ARCHITECTURE SEARCH AND KNOWLEDGE DISTILLATION | Final Rejection | QUALCOMM Incorporated |
| 18378491 | METHOD FOR KNOWLEDGE GRAPH EMBEDDING USING NUMERIC DATA AND HYPER-RELATIONAL INFORMATION AND SYSTEM THEREOF | Non-Final OA | KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY |
| 18328977 | DETERMINING MISSING RELATIONSHIP INFORMATION AND AUGMENTING A KNOWLEDGE GRAPH | Non-Final OA | International Business Machines Corporation |
| 18175249 | SYSTEM AND METHOD FOR LARGE-SCALE MULTI-LABEL LEARNING USING INCOMPLETE LABEL ASSIGNMENTS | Non-Final OA | YAHOO ASSETS LLC |
| 18326885 | FEDERATED LEARNING SIMULATOR FOR FLEXIBLE LOCAL AND GLOBAL TRAINING | Final Rejection | Dell Products L.P. |
| 18698218 | DEMONSTRATION-DRIVEN REINFORCEMENT LEARNING | Non-Final OA | DeepMind Technologies Limited |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy78.2% of resolved applications examined by Hassan Mrabi were allowed (385 resolved cases), compared with 46.8% across Art Unit 2127 over the last five years.
This examiner's interview lift is +32.3 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Hassan Mrabi took 1,028 days on average from filing to allowance.
Hassan Mrabi examines applications in Art Unit 2127 in Tech Center 4100.
