Context
The next generation of engineers and AI practitioners across Southeast Asia, plus enterprise teams adopting generative AI — trained through practical, project-based programmes rather than theory. Every course is built around the same principle: people learn by shipping, not by watching slides.
What I Did
- University & Institutional Courses: Practical, project-based courses across 7+ institutions in applied AI, data engineering, prompt engineering, and software development
- Corporate AI Workshops: Enterprise training for teams adopting generative AI — from fundamentals to shipping production systems
Institutions
NTU PaCEntu.edu.sgNTU's Academy for Professional and Continuing Education — credit-bearing courses, FlexiMasters certificates, and corporate training for working professionals across Singapore.
NTU PaCE, SIT, SMU PGDP, 
Tamkeentamkeen.bhBahrain's national labour fund under Economic Vision 2030 — financing training, certification, and wage support for 17,000+ jobseekers and 38,000+ enterprises.
Tamkeen University, 
BSD Educationbsd.educationGlobal EdTech company designing digital skills curricula for schools worldwide — AI, data science, and app development reaching 121,000+ students.
BSD Academy, 
Preface AIpreface.aiHong Kong-based tech education platform training 500+ global corporations and delivering tech content to over 60% of schools in Hong Kong.
Preface AI, 
CuriousCorecuriouscore.comSingapore-based corporate training provider specialising in UX design, service design, Gen AI, design thinking, and digital transformation.
CuriousCore
Corporate
BCG RISErise.bcg.comBCG's Rapid & Immersive Skill Enhancement programme — 10–18 week tracks in business analytics, digital transformation, and AI taught by BCG industry experts.
BCG RISE (AI Agents modules), Energy Trading (Confidential) (GenAI workshops)
Stack & Use Cases
Pythonpython.orgThe lingua franca of data and AI engineering — used here for ML pipelines, voice processing, and backend services.PythonNext.jsnextjs.orgReact framework for production web apps — server rendering, routing, and the fastest path from idea to deployed product.Next.jsMCPmodelcontextprotocol.ioModel Context Protocol — the open standard for connecting AI models to external tools, data sources, and systems. The backbone of production agent integrations.MCPn8nn8n.ioSource-available workflow automation — node-based, self-hostable, and the workhorse behind most of the operational automations I ship.n8nApplied AIData engineeringPrompt engineeringAI agentsBusiness workflowsCorporate enablementCapstone projectsTrain-the-trainer
Outcome
- 500+ professionals trained across universities and corporations
- Teams upskilled from zero AI knowledge to shipping production AI systems
- Curricula that institutions continue to run after the engagement ends