I am a Distinguished Engineer working at the intersection of Distributed Systems, AI alignment, privacy/DP, and ML systems. I turn theory into runnable, tested software.
- Focus areas: alignment loops (RLHF & beyond), operator views of learning, security & differential privacy for LLMs, reliability at datacenter scale.