I build machine-learning tools people can actually use.

I'm a Computer Engineering student specialising in Artificial Intelligence at UCSI University. What drives me is AI/ML engineering as a whole: training models, building the systems around them, and using AI to automate work people shouldn't have to do by hand.

I care about the part that usually gets skipped — making the result usable. My projects reflect that: a chatbot that knows when to say “I don't know”, a translator that survives an API outage, and analyses that check every claim with a number.

I'm working toward an AI/ML engineering role, learning by building one project at a time. I'm open to remote or on-site work, and happy to relocate.