I design scalable data and AI systems that make complex information clear and usable, with a focus on fairness, transparency, and human‑centered design. Active contribution to open‑source software (OSS).
- Building scalable data/AI platforms in regulated environments.
- Human-centered AI delivery (reliable, transparent, usable).
- Resource-efficient systems that run well on modest hardware.




