Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2123 4100
This examiner grants 57% of resolved cases
Devika S Maharaj is an examiner in Art Unit 2123 within Tech Center 4100. The examiner has 88 resolved cases with an allowance rate of 56.8 percent. The median days to allowance is 1658, which is the duration for the patent prosecution process from filing to grant. This timeline is a factor for applicants to consider when budgeting time and resources for their applications.
The interview lift is 7.7 percent, showing the increase in the likelihood of allowance when an interview is conducted. With 88 resolved cases, these metrics provide a baseline for expectations in Art Unit 2123. The 1658 median days to allowance indicates the long-term nature of the prosecution cycle for this examiner. Practitioners should evaluate the 7.7 percent lift when deciding on their communication strategy.
Practitioners should note the 56.8 percent allowance rate and the 7.7 percent interview lift when developing their strategy. The 1658 median days to allowance indicates the timing in Tech Center 4100. These figures from 88 resolved cases help define the prosecution landscape for this examiner and assist in managing client expectations regarding the path to patent issuance.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18430818 | Machine Learning Modeling Framework for Processing Pipeline Driven Implementations | Non-Final OA | The Toronto-Dominion Bank |
| 18409017 | RETRAINING SYSTEM, INSPECTION SYSTEM, EXTRACTION DEVICE, RETRAINING METHOD, AND STORAGE MEDIUM | Non-Final OA | KABUSHIKI KAISHA TOSHIBA |
| 18411616 | NEURAL NETWORK SEARCH METHOD AND RELATED DEVICE | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 17948392 | Data Processing Method and Apparatus | Final Rejection | Huawei Technologies Co., Ltd. |
| 18324115 | EXPLORATORY OFFLINE GENERATIVE ONLINE MACHINE LEARNING | Final Rejection | Fujitsu Limited |
| 17936254 | DEVICE AND METHOD FOR GENERATING NETWORK USING COMPLEX NETWORK PROPERTIES | Final Rejection | ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
| 18433565 | Constructing Structured Knowledge Bases Using Unstructured Documents | Non-Final OA | International Business Machines Corporation |
| 17992334 | MACHINE LEARNING MODEL TRAINING WITH PRIVACY AND EXPLAINABILITY | Final Rejection | SAP SE |
| 18228153 | COMPUTER IMPLEMENTED METHOD FOR TRANSFORMING A PRE TRAINED NEURAL NETWORK AND A DEVICE THEREFOR | Final Rejection | Katholieke Universiteit Leuven |
| 18475654 | METHOD AND DEVICE WITH REINFORCEMENT LEARNING TRANSFERAL | Final Rejection | Seoul National University R&DB Foundation |
| 18327279 | NEURON CIRCUIT AND METHOD WITH FIRING PATTERN | Final Rejection | Seoul National University R&DB Foundation |
| 17972051 | NEURON CIRCUIT, OPERATING METHOD THEREOF, AND NEUROMORPHIC DEVICE INCLUDING NEURON CIRCUIT | Final Rejection | SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION |
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