What I Do
Leadership · build · advisory · training
Singapore · hybrid · SEA / APAC. Engage me as fractional CAITO / CTO, to ship AI products, advise boards and founders, or train your team — same hands-on depth, different engagement shape.
01 — Fractional CAITO / CTO
Hands-on AI tech leadership for startups and product companies — architecture ownership, shipping cadence, and CxO alignment without a full-time hire.
02 — Enterprise AI hub & multi-tenant SaaS
Next.js / TypeScript / GCP platforms built for enterprise scale — semantic layers, multi-tenant isolation, and production AI data OS.
03 — Agentic systems
Multi-LLM · MCP · RAG · NL2SQL · human-in-the-loop workflows — agents that ship into real sales, ops, and data pipelines.
04 — Domain AI products
Sales · CRM · ERP · F&B · Retail · Voice · Education · POS — vertical AI products for your industry, not generic chatbots.
05 — Architecture & Cursor-native delivery
Weekly ship from architecture to GTM — Copilot / Claude Code / MCP workflows with CAITO-level ownership end to end.
06 — Advisory · speaking · board tech
Strategy, diligence-style tech advice, and keynotes / panels for boards, founders, and events across AI, enterprise, and product.
07 — Training & mentoring
Hands-on team training, workshops, and mentoring — Enterprise AI, agentic systems, Cursor-native engineering, and how to ship AI products in production.
Mandate
Fractional or fixed-term CAITO / CTO — ownership of AI roadmap, architecture, and delivery.
Project
Scoped build: hub, agents, domain product, or architecture sprint with clear milestones.
Retainer / session
Advisory, board tech, speaking, and team training — ongoing or one-off.