ML engineer — forecasting and applied LLM systems
I ship models that operators trust. Most of my job is the backtesting harness and the explanation, not the architecture.
Sep 2022 – Present
Vantage · Singapore, Singapore · Full-time
Owned a core surface end to end, from the data model through to what the customer sees. Worked directly with the people using it.
Sep 2019 – Aug 2022
Beacon · Singapore, Singapore · Full-time
Early team member. Built and ran the first version of the platform.
A short write-up of the problem, what I tried first, what actually worked, and what I would do differently.
Side work that ended up teaching me more than the day job did that year.
Jun 2015 – Apr 2019
BSc, Design
Nielsen Norman Group
Issued Dec 2025
No published reviews yet. Reviews appear here once a contract with Chen is completed and the client chooses to publish what they wrote.