I spent 10 years managing millions in paid media. Now, I'm building the systems to automate the parts that suck.
I didn't set out to be technical. I started writing scripts because I wanted an unfair edge in performance marketing. Today, I build the AI-powered workflows, agentic systems, and data infrastructure I wished I had when I was running campaigns across 15 countries.
What you'll find here:
Experiments
Working sketches in code, each an exploration of possiblities.
🅿️ Carpark Uncle: Real-Time Lots via MCP Singapore carpark availability and pricing, live for any AI assistant. 
📡 Crowd Sonar: Beyond Your Social Listening Crowd Sonar reads the market and returns what your target market, likes, dislikes and secretly wants. 
🗺️ Geographic Intent: The SEM Goldmine Turn map data into high-intent keywords that convert. 
☔️ Weather Marketing Advantage via N8N n8n with weather power . Check out my projects
Here are some of my recent projects. I'm always working on something new, so check back often!
Some of my writing
Along with coding I also like to write about life and technology. Here are some of my recent posts.
The better way to make every interaction count.
I test the techniques, tools, and build the workflows — then share what actually works so you can skip the noise and have AI work for you.
