projects

a dynamic and fully autonomous agentic ai trading portfolio companion designed to navigate the complex digital financial landscape. leveraging a multi-agent ai architecture, the platform transforms real-time market data, traditional news, and internet sentiment into personalised, actionable investment decisions.

brew intelligence - your personal coffee companion. whether you're pulling a perfect espresso, dialing in a v60, or experimenting with your coffee setup, brew intelligence is here to help you brew better.

an innovative phygital initiative by the five community development councils (cdcs), in collaboration with government technology agency (govtech) to promote community engagement and an active lifestyle by blending brisk-walking with digital gamification.

one of the greenfield govtech internship projects i've worked on, sparks is a product recommender app that helps government agency users discover a suite of products built in-house.

problem statement - how might we improve this method of identifying healthier purchases so that hpb can reward individuals for making healthier choice purchases, regardless of where they shop?