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