Singapore
I build AI products and automation toolkits that balance innovation with compliance—helping finance regulators stay audit-ready and e-commerce businesses scale revenue efficiently. With 5+ years of experience, I’ve delivered IM8-compliant automation toolkits and personalization engines that drive measurable sales growth while reducing manual effort. I thrive at the intersection of product, data, and AI—leading roadmaps, running A/B experiments, and aligning cross-functional teams across engineering, UX, and business. I’m especially passionate about designing AI agents and embedding responsible AI guardrails so products scale without creating downstream risks. Focused on building toolkits users love, and regulators trust. AI Agents | Automation | Product Strategy | A/B Testing | Responsible AI | SQL | Python | Jira | Figma