Manan Patel
Computer Science + Business Economics @ UC San Diego | Prev @ Meta
- Role
- Researcher at Uc San Diego Computer Science And Engineering Department Cse
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Manan Patel
Passionate about building technology that drives real-world impact. I believe the best…
Experience
Researcher
Uc San Diego Computer Science And Engineering Department Cse
Sep 2023 — Present · La Jolla, CA, US
Building a Python system to identify IP operators at scale using LLMs that ingests application layer data from Censys, filters noise using Shannon Entropy and Alphanumeric Ratios, and caches output to Google Big Query• Performed prompt engineering optimizations and built a custom evaluation pipeline to assess LLM accuracy on IP attribution tasks, using heuristics, response consistency checks, and false positive analysis to guide iterative improvements• Presented Research at Center of Networked Systems 2025 and submitted to IMC 2025 for peer-review
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