AI Agents
JobPilot
An AI agent that automates end-to-end job search. Built at ANCHR AI Native Bootcamp, March 2026.
View project →Digital Transformation · Change Management & AI Agent Consultant · Singapore
Helping people build with the knowledge they already have.
More than 10 years in industrial digital transformation and change management. Now helping business owners and non-tech professionals build practical AI agents. No code required. No technical background needed.
Currently open to Digital Transformation Manager, Change Management Lead, and Industry 4.0 roles in Singapore and regionally.
Who I work with
I work with two overlapping groups: business owners and non-tech professionals who want to understand and adopt AI agents, and manufacturing and industrial professionals who need practical digital maturity guidance.
Both groups share something important: they know their work deeply, and they want tools that reflect that knowledge rather than replace it.
Read my full story →104+
digital maturity assessments conducted
13
industry sectors covered
100+
professionals trained globally
8+
years in digital transformation
15+
years driving operational improvement
Selected Work
Proof, not promises.
Digital Transformation
PAP Digital Maturity Assessment
A proprietary diagnostic framework built around Process, Automation, and People. Know where your organisation stands before any transformation begins.
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Consulting
Client Work
More than 100 digital maturity assessments across 13 industry sectors in Singapore, the Middle East, and Central Asia.
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AI Build
This Website
Built using Claude Code in one day. A working proof of concept that non-technical professionals can build and deploy real web products using AI.
View project →Workshops
Learn to build. Not just to use.
Workshops built around real workflows, not software tutorials.
For business owners and non-tech professionals
AI Agent Workshop
Build working AI agents from your existing workflow knowledge. No coding required, no technical background needed. The workshop starts from what you already know.
For manufacturers and industrial leaders
Digital Transformation Advisory
Digital maturity assessment, transformation roadmap, and change management grounded in more than 100 real factory assessments across 13 industry sectors.
No upcoming dates scheduled. Submit your interest and I will be in touch when the next cohort opens.
Speaking and Training
“Technology Isn’t the Transformation. People Are.”
AI Native Circle Showcase
Singapore Management University · April 2026
Digital and Advanced Manufacturing Seminar
ITE College Central · December 2019
Ready to start a conversation?
Whether you are exploring AI agents, planning a digital transformation, or looking for a speaker, reach out and let’s talk.
Get in touch