👋 Hello

I’m Nitish Kumar, though you might know me as @nov1ce in some corners of the internet. I’m currently working as a Machine Learning Engineer at PayPal . Previously, I was part of the Generative-AI team at Chargebee , where I worked on cutting-edge projects leveraging generative AI technologies.

Outside of work, you’ll likely find me on the football field, diving into a manga, watching anime, on a road trip, or catching up on sleep.

Here’s a bit about my background: I completed a BS-MS Dual Degree in Mathematics from IISER Bhopal . I briefly worked at Deloitte as a Consultant for a month before choosing to advance my studies with an M.Tech in Mathematics and Computing at IIT Madras .

💡 Featured Posts

A collection of articles that I have started writing recently.

Building Effective AI Agents: Patterns, Workflows, and Practical Implementation
Understanding Dataset Drift vs. Inference Drift in Machine Learning
MCP : Model Context Protocol
SQL Views Explained: Normal Views vs Materialized Views
Part 2 - PySpark: DataFrames, Spark SQL, and Schema Management