20+ years delivering technology at Cathay Pacific, HSBC, British Airways, CHANEL and M&S. Now helping companies implement AI — and helping professionals transition into AI careers.
Whether you're a company wanting to implement AI — or a professional wanting to transition into AI — I bring the same thing: honest, practical guidance backed by real delivery experience.
You have documents, data, and a team — but no clear path to AI. I build working RAG systems that let your staff ask questions in plain English and get accurate, cited answers from your own knowledge base.
You're an experienced tech professional wanting to move into AI — but you don't know where to start, what to build, or how to position yourself honestly without fabricating experience you don't have.
I've navigated this transition myself — 20 years of enterprise delivery, now actively building and deploying AI systems. I know the gaps, the honest path, and what actually works.
Your organisation has years of internal knowledge locked in documents. I build RAG systems that let your team find it instantly — with source citations, in plain English.
Document ingestion, vector search, LLM generation, RAGAS evaluation, and full handover documentation. Your team owns it completely on delivery.
NDA available · All work is client-owned on delivery
No fabricated metrics. Every number below is live and checkable right now.
Full-stack AI SaaS — React + TypeScript + Express + PostgreSQL + OpenAI + Docker + AWS ECS. Bilingual (English, Cantonese, Mandarin). Subscription tiers, SSE streaming, PII protection.
View live app →I am a senior enterprise architect with 20+ years of technology delivery at Cathay Pacific Cargo, HSBC, British Airways, CHANEL, and Marks & Spencer — across aviation, banking, luxury retail, and logistics.
Over the past two years I've made a deliberate transition into AI engineering — building and publicly deploying AI applications, completing 12 certifications, and teaching AI through 75+ YouTube tutorials.
My AI work is self-directed and project-based rather than enterprise production deployment. I am transparent about this. What I bring to coaching is the same honest approach — no fabrication, no empty promises, just a clear-eyed assessment of where you are and what it actually takes.
I am based in Hong Kong as a permanent resident, fluent in English and Hindi.
I built my coaching practice on the same principle I teach: honest positioning beats fabrication every time. The AI job market is tough right now. Candidates exaggerate. CVs lie. And then they fail interviews.
I went through this myself. I know what it costs. My coaching helps you build a genuinely strong, verifiable profile — not a fabricated one that collapses under questioning.
If you're looking for someone to help you fake experience you don't have, I'm not the right coach. If you want someone to help you present what you actually have — confidently, accurately, and competitively — let's talk.
First call is free. 30 minutes. I'll tell you honestly whether I can help — and what the path forward looks like.