Ramneet Singh
AI4CODE Research Fellow @ Microsoft Research | B. Tech. + M. Tech. @ CSE, IIT Delhi | Ex - RA @ GaTech, ChorusOne, Adobe, DataChannel
- Role
- Research Fellow at Microsoft
- Location
- New Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Ramneet Singh
I am Ramneet, a Research Fellow at Microsoft Research India. My research interests…
Experience
Research Fellow
Jul 2024 — Present · Bengaluru, IN
AI Agents and Models for Large-Scale Enterprise-Grade Software Engineering* Designed Code Researcher (https://arxiv.org/abs/25•••••60), a deep research agent for resolving crashes in large systems codebases (like the Linux kernel) by gathering context from the codebase and the commit history.* On the Linux kernel crash benchmark kBenchSyz (200 bugs), Code Researcher achieves a 58% crash-resolution rate, significantly outperforming SWE-agent’s 37.5%.
Education
Indian Institute of Technology, Delhi
Bachelor and Master of Technology - B.Tech + M.Tech, Computer Science
2019 — 2024
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