Hire Me
AI Systems Architect
I build systems that run
themselves.
Strategic AI & Business Systems
I turn messy AI tools into reliable business workflows. No constant babysitting. No jargon. Just results.
Featured Work (The Engine Room)
Project Athena
The Outcome: Personal AI OS with "commit semantics" — 1000+ sessions of
persistent memory.
The System: Hybrid RAG + Local-first Vector Store + Agentic Workflow.
Melvin Lim: Bionic Branding
The Outcome: "The Soulful Stoic" — Automating elite personal branding.
The System: Trilateral Feedback Loop + Narrative Engineering.
Coach Derrick Lim
The Outcome: 90-day digital strategy roadmap with ROI projections.
The System: Strategic Proposal + Conversion Funnel Design.
Service-Led Diagnostic Gem
The Outcome: Custom Gemini agent that qualifies leads and generates proposals.
The System: Knowledge-base injection + Service Mapping + Analyst Brief.
What Clients Say
Winston delivered exactly what we needed — a clean, fast website that actually converts. No fluff, just results.
The turnaround was insane. From brief to live site in under a day. The AI-augmented workflow is real.
Finally, someone who gets it. Not just a website, but a system that works while I focus on my business.
The proposal blew me away. I went from not knowing where to start to having a complete 90-day roadmap with ROI projections. Professional, fast, and data-driven.
