AI operating system for commercial loans
Commercial loan underwriting and ongoing loan operations are slow, manual, and costly due to document-heavy workflows and compliance requirements.
An AI operating system with regulator-grade agents that ingest and parse loan documents, spread financials, automate loan operations, and track covenants.
FDIC-insured banks and fintech lenders underwriting and managing commercial loans.
Co-founder & CEO @ Proximitty (YC W26). Previously, led FinCrime and Growth at Taptap Send ($75m -> $200m ARR) and started his career advising banks and fintechs on risk strategy at McKinsey. Highest ranked Malaysian in history in the Southeast Asian Maths Competition (SEAMC).
Co-founder & CTO @ Proximitty (W26). Previously, led security infrastructure at Bloomberg (securing 300k+ terminals) and Head of Engineering at ACI.dev (built world's first unified MCP with 4k GitHub stars in 1 month).




