At D4L Data4Life Asia Ltd, I scaled Data2Evidence to 21M+ patient records and launched a research chatbot that builds cohorts and suggests improvements to inclusion criteria. Its task-based evaluation achieved 90% task success.
I also took the 32M SGD pan-European public health initiative from strategy through delivery with 21 institutional and government-linked partners. Earlier, I brought healthcare and biomedical products from concept toward deployment, including a wireless EEG platform to FDA 510(k) regulatory readiness.

