Selected work

A five-person senior-design team turned a clinically ambitious device into a six-module safety pipeline and a computational twin they could simulate, challenge, and explain.

Two agent-run experiment phases tested meal-prediction models on 68 and 291 training sequences. The architecture ranking reversed when the history became 4.3× larger.

A label-free impedance platform used nanoporous alumina and gold electrodes to quantify cancer biomarkers in small biological samples without fluorescent tags.