My Journey into AI - Beyond the Hype | blogs.shreeman.dev

My Journey into AI: Beyond the Hype#

Artificial Intelligence is everywhere. You can't scroll through Twitter or LinkedIn without seeing another "AI will change everything" thread. But for me, the journey was less about the hype and more about the craft.

The Transition#

As a traditional software engineer, I was used to logic that was deterministic. If A, then B. In AI, things are different. It's about probability, statistical patterns, and emergent behaviors.

What surprised me most:#

  • It's not just math: While math is the foundation, there's a huge amount of intuition involved.
  • The speed of change: What was state-of-the-art three months ago is now a baseline.
  • Human-centric design: Building AI is easy; building AI that humans actually want to use is the real challenge.

Learning the Hard Way#

I spent the first few months just reading papers. Big mistake. I learned 10x more once I started building small tools—like an agent that organizes my reading list or a simple RAG system for my personal notes.


The Path Forward#

I'm still a student in this field. But I'm convinced that the "AI Engineer" is the next major role in tech. We aren't just calling APIs; we are designing workflows for a new kind of intelligence.

I'll be documenting my experiments right here on this blog.

Thanks for following along!