About Me
Hello, I'm Prajwal Anagani
I'm a Deep Learning Engineer passionate about building production ML systems that scale. Currently at RadiusAI, I work on computer vision models that process millions of images monthly for Fortune 10 companies.
My journey spans from research (3 published papers) to startup founding teams, always focused on bridging the gap between cutting-edge AI research and real-world applications.
About "Why Should You Care" (WSYC)
This blog series is my attempt to cut through the noise in tech. Instead of chasing the latest buzzwords, I dive deep into topics that might seem obvious, outdated, or overhyped – but actually deserve your attention.
Each post answers one simple question: Why should you care about this topic? Whether it's fundamentals everyone assumes you know, tools people dismiss too quickly, or concepts that seem intimidating but shouldn't be.
What to Expect
Drawing from my experience building production ML systems and contributing to open source projects, I'll cover topics like:
- The "Boring" Fundamentals - Why mastering the basics beats chasing shiny new frameworks
- Underrated Tools - Technologies everyone dismisses but actually solve real problems
- Production Reality - What actually matters when your models serve millions of users
- Open Source Insights - Lessons from contributing to major projects like Hugging Face
- MLOps Truths - The gap between research papers and production systems
No fluff, no buzzword bingo, just practical insights with enough humor to keep it interesting. Think of it as the technical blog your favorite engineer would write if they had time between debugging production issues.