Toggle navigation
Varchaleswari Ganugapati
All Posts
general
ARCHIVE
TAGS
ABOUT
Systems That Last.
Strength doesn't need to be loud. It needs to be steady.
From Model to Production: A Decision Flow
Accuracy alone is never enough. Here's how I think about what comes after deployment.
A practical flow for taking ML models to production, where latency, cost, ownership, and trust shape the path.
Posted by Varchaleswari Ganugapati on Wednesday, February 25, 2026
My First Post: Hello World!
Welcome to my blog. Here's what to expect.
Welcome! This is my first blog post. I created this blog to document my findings and learnings as I explore new technologies, ideas, and concepts. What to Expect 📚 Learnings: Things I’ve picked up along the way 🔍 Findings: Interesting discoveries and research 🛠️ Tutorials: Step-by-step guides on things I’ve figured out 💭 Thoughts: My takes on tech and beyond Why Blog? Writing helps me think more clearly and retain what I learn. If someone else finds it useful, even better!
Posted by Varchaleswari Ganugapati on Wednesday, February 25, 2026
← Newer Posts
FEATURED TAGS
feature-engineering
ml
mlops
model-serving
production
systems
LAST POSTS
Can Triton Fit It All?
The Handshake: Validating Score Parity Across Training and Serving
Part 1: Cross-Platform Model Bundling: Formats That Travel
Powering Models: Feature Engineering, Part 2
Powering Models: Feature Engineering, Part 1