Thaw chian Toon

At Cognivise AI, I design enterprise generative AI and LLM solutions that turn business requirements into practical workflows for document analysis, knowledge retrieval, reporting, intelligent Q&A and process automation.

I build reusable prompt patterns, evaluation criteria and document-intelligence mechanisms that improve output accuracy, consistency and business relevance while reducing repetitive manual work.

Previously, I developed investment strategy at Sam & Lyn Investment Ltd across blockchain infrastructure, Web3, AI and fintech, and led US equity and international market research across multiple sectors.

My 16 years across LSEG, GF Securities, accounting, finance and integrity risk combine multilingual research, high-net-worth advisory, financial reporting and due diligence into decision-ready analysis.