Shek Kinchristopher Lam

I specialise in transformer-based systems, LLM reasoning layers, and data-centric product engineering — helping companies turn AI capability into scalable, revenue-generating platforms. My background combines Industrial Engineering, an MBA and hands-on experience building complex SaaS ecosystems across fintech, ecommerce, and enterprise environments.

Core expertise includes:

• LLM orchestration and multi-agent systems

• Retrieval-augmented generation (RAG) and semantic search

• AI reasoning layers and decision engines

• End-to-end SaaS architecture (Supabase/Postgres, event-driven systems)

• Secure multi-tenant platforms and role-based access control

• API design, system integration, and cloud deployment

• Metrics-driven optimisation (conversion, profit, automation efficiency)

I operate at the intersection of product strategy and engineering — translating business objectives into technical architecture, PRDs, data schemas, and deployable systems.

If you need an AI product architect who can design the system, structure the data, define the logic layer, and ship a production-ready platform — I can help.