Projects
Selected work across two tracks: digital transformation consulting grounded in real factory experience, and projects built with AI.
Digital Transformation
For manufacturers and industrial SMEs who need an honest starting point before committing to any transformation path. A structured diagnostic that measures readiness across three dimensions — Process, Automation, and People — built from more than 100 real assessments across 13 sectors, not theory.
Consulting
For plant managers, operations leaders, and government bodies who need transformation grounded in real factory experience. Digital maturity assessments delivered in Singapore and Saudi Arabia, plus assessor training across four continents.
AI Build
For teams that write the same report again and again. How Verathis runs end to end, from the client's invitation to a report and slide deck written in my voice. Rebuilt in June 2026 as a fully automated system, with me reviewing every email before it reaches the client.
AI Build
Two days at the Singapore–Sarawak Friendship AI Business Design Hackathon 2026, building and shipping a live five page website for a childcare centre in Bintulu, Sarawak with Kimi AI. My first hackathon. Team APAC Edge placed second runner up out of eleven teams.
AI Agents
A five-agent AI system, Scout, Scorer, Resume Tailor, Cover Letter Writer and Tracker, that finds, scores and tracks job applications end to end. Built in one day at the ANCHR AI Native Bootcamp, then rebuilt for token efficiency, a pattern an advanced Claude Code session later confirmed as context engineering.
AI Agents
An AI coaching agent that runs realistic practice sessions by voice or text, one question at a time, with targeted feedback on every answer. Built for interview preparation with Claude Cowork in May 2026; the same coaching loop suits any skill a team needs to rehearse.
AI Build
A short personal brand film made in a single day at the Singapore AI Video Jam, June 2026. From script to final cut using AI video generation, no prior video editing experience required going in.
AI Build
AI-generated training and onboarding videos for manufacturers, SMEs, and F&B businesses. A proof of concept built in one day at the Singapore AI Video Jam shows what is possible when process knowledge meets AI video tools.
AI Build
For non-technical professionals who want proof that AI-assisted development is within reach. Started at a one-day Claude Code Foundations Workshop and continuously improved, with no programming background required.
AI Build
For small business owners who need a live site, not a template. A lighter, AI-native offer built the same way as the Sarawak hackathon site and this website itself — real photos, real copy, live in days.
Whether you need consulting, an AI agent built, or a workshop for your team, get in touch and let’s find the right starting point.
Get in touch