Shiv Kiran Bagathi
CS grad student at Georgia Tech. Undergrad in CS at IIT Bombay. I'm interested in programming language optimization for large language models — the compilers, IR design, and systems-level work that makes models actually fast.
Open to research collaborations, co-founding something meaningful, or honestly any problem that's interesting enough. If you're building something epic, I'd love to talk.
Projects
ScalaF
Static analysis engine for Scala — detects imperative anti-patterns and refactors them into functional and parallel code. Presented at Scala Workshop 2025 (SPLASH/ICFP).
Ransomware Early Detection
Framed early malware detection as an optimal stopping problem. PPO + BiLSTM on API call sequences — better early-stage detection with fewer observed calls.
Localization & SIL Testing
High-precision localization via factor graph optimization. Deterministic software-in-the-loop validation for safety-critical autonomous systems. Built at JLR.
Work
JLR TBSI
D. E. Shaw
Writing
Beyond work
Love F1, food, music, and critiquing art and films probably more than I should.