Connected by code
Spoke about moving from mechanical engineering into AI-assisted software building, and how local communities made the learning curve practical.
Open original sourceEvents / Field archive
I learn fastest around people who are building. This archive brings together the rooms, deadlines and conversations that pushed an idea into something more concrete.
Spoke about moving from mechanical engineering into AI-assisted software building, and how local communities made the learning curve practical.
Open original sourcePrototyped FormMind: a system for retrieving and reusing grounded answers across complex forms.
View FormMindBuilt a retrieval-augmented workflow using n8n and placed third in the hackathon.
Supported the Carbon Exposure Project’s publishing and interview programme during a defining period for the platform.
View the projectAn early product-building experience that connected a real problem, a team and a working pitch under time pressure.
Community matters
AI Tinkerers KL and the wider Malaysian builder community made the transition into software feel practical rather than abstract. The strongest lesson was not a particular tool—it was learning how to frame a real problem, ask better questions and show the work early.
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