Projects

Case studies — problem, approach, and outcome — across research code and applied systems.

AI Research Engineer · Intuitive Surgical

Secure, privacy-preserving LLM workflows

Privacy-safe assistants and guardrails that let teams use LLMs over sensitive internal material without data leaving the trust boundary.

LLMsRAGPythonCloudCI/CD

Case study

Lead author & maintainer

GRUB: graph-informed pure-exploration bandits

Open-source bandit algorithms that use a similarity graph over arms to find the best (or good-enough) option with far fewer samples than standard UCB.

PythonNumPyMulti-armed banditsGraph signal processing

Case study