30 May 2026
Teaching AI basics at Bendemeer RN
Volunteering as an instructor for a community AI workshop on AI basics, prompt engineering, effective use, and responsible habits.
Notes
Things I have been building, learning, and explaining recently.
These are short write-ups ported from my personal blog style. They are written as working notes: part reflection, part project memory, and part record of the practical AI work that shaped my master's period.
20 May 2026
AI Engineer Singapore and the itch to build a personal agent
A weekend of talks, robots, agents, and the small problem of wanting to build a Raspberry Pi 5 OpenClaw assistant immediately.
31 Mar 2026
AISG Train-the-Trainer and teaching AI to the community
What I learnt at NUS i4.0 about teaching AI to quiet, outspoken, over-achieving, and disengaged learners.
30 Jan 2026
Presenting agentic AI during the AISG and Micron MOU signing
Presenting productivity tools for yield root-cause analysis to audiences with very different technical depths.
10 Dec 2025
Researching an AI dietician with NHGP
From impressive but limited demos to food context, nutrition retrieval, restaurant data, and safer healthcare AI boundaries.
18 Jul 2025
YMS Agents and an early innovation award
A rare chance to explore early agents in Micron's environment, when models were still limited and the basics mattered most.
9 Aug 2024
Reasoning for course recommendation before reasoning models were normal
Presenting at MWSCAS 2024 in Springfield, MA, after using prompting to draw reasoning out of smaller local models.
8 Jan 2024
Starting the master's journey through proposal, approvals, and an industry scholarship
On turning a GenAI research proposal into a two-year applied programme after months of practical and legal coordination.