Hi, I'm Muhib.
I build AI-powered products.
I design and ship AI-powered products end to end — from system architecture to the last pixel.
A journey from pixels to AI products.
Hover a node to scrub the journey. Select one to expand the mission log — the stack, the metrics, the wins.
AI-Powered Product Engineer
Currently shipping AI-powered products at enterprise scale: an AI chatbot, AI-assisted search and smart filters, virtualized rendering and performance-tuned data matrices over millions of SEC filings.
- Shipped the AI chatbot, automatic search and smart-filter experiences.
- Virtualized huge result sets and tuned large data matrices to stay 60fps.
A living constellation of capabilities.
Every node is a tool I reach for in production. Orbit it, click it, and watch the missions that depend on it light up.
select a node
Drag your cursor to orbit the galaxy. Click any skill to see where it shows up across the missions.
Missions, not screenshots.
Each card is a real build. Open one for the full mission log — architecture, the decisions behind it, the hard problems, and the outcomes.
How I think in systems.
A reference architecture for the AI-native SaaS I build. Hover any node to trace its connections, understand the decision, and see how it scales.
request flow
Client → Edge → API → (Workers / AI Agents) → Data. Hover any node to understand the decision and its scaling story.
Don't read the portfolio. Interrogate it.
A retrieval assistant grounded in this portfolio's data. Ask a question the way a recruiter would — it answers and points you to the right panel.
For the people who'd rather type.
A real command interface. Try help, projects, open intelligize, or skills — it actually runs.