Singapore, Singapore
I’m a product manager working on AI systems once they’re live, especially how they behave, fail, and improve over time. Lately I’ve been spending a lot of time on agentic workflows, evaluation, and observability … trying to understand what these systems are actually doing, and how to catch issues early. I’ve worked across public and private sector products, usually in small squads with engineers, building things that need to hold up in real-world use. Still learning a lot, and keen to share and learn from others building in this space.
Incubated and launched AI products: 1. Gen-AI Powered SME Go Digital Advisory Chatbot (for SMEs) 2. Gen AI-Powered Research Assistant Slack Bot (internal use) 3. National Multimodal LLM Programme (with AISG and ASTAR) Other tech products: 1. Invoice Repository PoC (with IMDA E-Invoice Programme Office) 2. Data Exchange Products (EnergyDEX with Energy Markets Authority) 3. Content Provenance and Digital Watermarking Toolkit (with Mediacorp)
Concurrent appointment as IMDA CEO’s Special Assistant, leading organisation-wide workstreams (Asia Tech X Singapore Event, Staff Conference). Supported CEO’s international engagements to Geneva and San Francisco, and all external engagements and speeches.
Data Analytics Project, Chief Tech Organisation, Received full time return offer
Open Innovation Platform - matchmaking companies with problem statements and tech vendors
Back-end developer, National IT health project with Synapxe/IHIS, Received full time return offer