@arpitsinghgautam
Arpit Singh Gautam
I work on efficiency × reliability for foundation models, mostly quantization and what it quietly breaks
About
I'm Arpit Singh Gautam, a data scientist in the CSG CTO Lab. I work on efficient LLM inference and the reliability of quantized models, things like RL-based mixed-precision quantization, KV-cache optimization, and what post-training quantization quietly does to a model's calibration, factual recall, and robustness to prompt injection.
Available for
Collaborations on LLM efficiency and reliability, open-source GPU kernel work, paper discussions, and 1:1 mentoring. Always happy to talk quantization, inference systems, or compilers.
