λFPAI

About

Three sections only: story, skills as narrative, and contact.

My story

I studied physics. At some point, I realized machine learning felt like the same kind of thinking — modeling reality, testing assumptions, and searching for structure — just with data instead of experiments.

I took a detour into web development (MERN). It taught me how to build end-to-end products, but something felt hollow: I wanted the deeper “why” — the math and mechanics behind intelligence.

Now I’m building this site publicly as a living record: the posts, the projects, and the roadmap — one stage at a time.

Skills (as a narrative)

Mathematics & physics intuition: I try to explain ideas as geometry first. Next: formalize more of this into reusable notes and diagrams.

ML/DL foundations: I’m building from first principles and tracking my progress in the roadmap. Next: publish the gradient descent series and backprop post.

Web development: MERN taught me shipping discipline. Next: apply that to AI engineering — evaluation, deployment, and monitoring.

Contact

Email: you@example.com

GitHub / YouTube / LinkedIn: add your links here.

Reach out if you want to collaborate, hire, or just talk about physics and AI.