Listed by the USPTO as HWANG, MEGAN ELIZABETH
Tech Center 2100 • Art Units: 2143
This examiner grants 56% of resolved cases
Megan Elizabeth Hwang operates in Tech Center 2100 and Art Unit 2143. The examiner has 34 resolved cases and an allowance rate of 55.9 percent. This indicates a moderately favorable environment for applicants. The median days to allowance is 1466, which is a long duration that practitioners should factor into their prosecution strategies.
A standout metric is the 58.6 percent interview lift. This exceptionally high figure suggests that interviews are the most effective tool for achieving an allowance with this examiner. For the 34 cases resolved, an interview significantly increases the probability of success compared to the baseline. Practitioners should prioritize scheduling interviews early in the prosecution cycle to overcome rejections and navigate the 1466 days of median pendency.
Top companies include Google LLC, Intel Corporation, and Microsoft Technology Licensing, LLC. These technology giants are often represented by Buchanan, Ingersoll & Rooney PC and Hanley, Flight and Zimmerman, LLC. The 58.6 percent interview lift is a critical strategic lever for these firms to improve the 55.9 percent baseline allowance rate for their clients.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18579089 | Systems and Methods for Federated Learning of Machine-Learned Models with Sampled Softmax | Non-Final OA | Google LLC |
| 18089513 | SOURCE-FREE ACTIVE ADAPTATION TO DISTRIBUTIONAL SHIFTS FOR MACHINE LEARNING | Final Rejection | Intel Corporation |
| 17556518 | INFERRING GRAPHS FROM IMAGES AND TEXT | Final Rejection | Microsoft Technology Licensing, LLC |
| 18042423 | MACRO PLACEMENT USING AN ARTIFICIAL INTELLIGENCE APPROACH | Non-Final OA | MediaTek Inc. |
| 17870561 | HEURISTIC-BASED INTER-TRAINING WITH FEW-SHOT FINE-TUNING OF MACHINE LEARNING NETWORKS | Non-Final OA | International Business Machines Corporation |
| 17853670 | Communication of Data for a Model Between Nodes in an Electronic Device | Non-Final OA | Advanced Micro Devices, Inc. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy55.9% of resolved applications examined by Megan Elizabeth Hwang were allowed (34 resolved cases), compared with 50.4% across Art Unit 2143 over the last five years.
This examiner's interview lift is +58.6 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Megan Elizabeth Hwang took 1,466 days on average from filing to allowance.
Megan Elizabeth Hwang examines applications in Art Unit 2143 in Tech Center 2100 (Computing & Software).
