I’m an AI business analyst 📊 & builder 🛠️. I turn fuzzy business problems into clear requirements 📝the “we just want AI” kind, know when AI is the answer and when it isn’tsometimes it’s a spreadsheet, and get engineers and execs nodding at the same plan.

Career history

1. AI Product Specialist

   WPH Digital · Work Exposure Programme · May – Jul 2026

   Scoped requirements and built proofs of concept for generative and agentic AI solutions, translating between business and technical teams.

2. Product Owner Intern

   What’s On! Campus · Jun – Dec 2025

   Turned usability gaps in government and education products into user stories, acceptance criteria and a prioritised backlog.

3. Product & Operations Associate

   Neutopia.co · Aug 2024 – Dec 2025

   Ran UAT across 300+ test cases and redesigned onboarding, contributing to a 30% lift in client retention.