Data systems
Reliable pipelines and control planes designed around lineage, recovery, and consequential downstream decisions.
I build useful things with data and software.
Software & data engineer
I build systems that make complex work clearer, safer, and easier to trust.
My work sits where software engineering, data infrastructure, and applied research meet. I turn ambiguous operational problems into products with explicit contracts, observable behavior, and decisions people can understand.
That includes lineage-aware healthcare data platforms, local-first guardrails for AI-assisted development, and quantitative methods for evaluating how healthcare systems allocate resources.
Developer tools
Focused, local-first software that makes coding agents more verifiable, disciplined, and useful.
Applied research
Interpretable analytical methods for understanding healthcare risk, utilization, and resource allocation.