Most communicators work on the surface — crafting messages, choosing channels, measuring reach. I work a layer deeper. My practice is built at the intersection of behavioural data and strategic communication: understanding not just what people see, but why they respond, what they reveal in the process, and how to design the next move accordingly.

I enter a campaign cycle at the analytics end — mapping consumer touchpoints, modelling audience segments, reading the behavioural signals that most briefs overlook. From there, I build strategy that isn't just directionally sound, but structurally designed to collect and compound audience intelligence as it runs. Content planning, execution, and performance measurement aren't sequential phases to me — they're a feedback loop, each stage informing the next.

The cognitive triggers of a target group aren't a creative intuition. They're a hypothesis to be tested, refined, and acted on. That's the frame I bring to every engagement.

I'm currently completing my Master of Communication at the National University of Singapore, specialising in Strategic Communication and Data Analytics.