An engineer interested in the shape of real work.

My current focus is software development and project delivery. At Upay, I recently carried an internal KPI operations platform from workflow discovery and architecture through implementation, security hardening, release engineering, and production rollout.

Separately, my research practice asks: how can an intelligent system remain useful when its inputs are incomplete? C-MAT explored that through MRI, resting-state EEG, modality dropout, and cross-modal alignment across 1,400+ records.

I am strongest when a problem is still ambiguous—mapping the actors, requirements, constraints, ownership, and failure modes; then carrying a practical plan through implementation and documented handoff.