Ajaypartap Singh Maan

I’m a software developer based in Toronto, Canada. I’m currently building AI/ML-powered automation tools as a Software Developer at the Government of Ontario, and studying Computer Programming & Analysis at Seneca Polytechnic.

Most of what I build sits somewhere between web development, AI/ML, and whatever a hackathon deadline forced me to learn that weekend. I like shipping things that actually run in production, not just demos — and I like writing about the parts that were harder than they looked.

This blog is where I put that writing: what I’m building, what broke and how I fixed it, and what I learned along the way. No polish for polish’s sake — just what I’d have wanted to read before I started.