A global doctor-data engine that reports itself every night.

We work as an embedded automation engineer inside a Hong Kong operations team. The job: build and maintain systems that extract verified doctor data from sources around the world, turn it into clean, structured records, and produce the documents the team needs — without anyone babysitting a script. Every night, an end-of-day report goes out on its own, summarising what ran, what changed and what failed. When something breaks at 3am, the workflow retries, logs the error to a dedicated handler and tells us before the client ever notices. The whole process is documented end-to-end, so the system survives beyond us.