At Ventamin Sdn Bhd, I lead AI research and full-stack development across operations, sales, marketing, and creative teams. I designed, built, and deployed a production Operations Dashboard that automates restocking, invoicing, stock tracking, ad spend tracking, inventory management, and sales analytics.
I also built end-to-end n8n workflows, data scraping and repurposing systems, and sales forecasting dashboards. For my final-year project, Arbiter, I led frontend development and full-stack integration for a deployed medical QA app where two open-source LLMs debate and a judge model selects an answer; it reached up to 84.9% accuracy across 1,000+ questions.

