In-depth blogs

In-depth blogs on ML & AI products, AIML paper dissection and autonomous agents design system.

In-depth write-ups on the machine learning systems I build & latest technology breakdown, AIML paper math derivation, and guides on autonomous agents.

5 Articles•2 Series•2 Categories

Series · 2 Parts

Blog Series•2 parts

MCP SERVER: Theory and Implementation

You've seen MCP servers mentioned in AI tool docs. You've wondered how Claude actually calls external functions. This is the guide that explains both — and by the end of this series you'll have a running, production-ready MCP server connected to Claude Desktop, built in Python.

View all parts3 months ago

Build a Modern Flower Classifier App with Flutter, Camera, and TensorFlow Lite

Series · 3 Parts

Blog Series•3 parts

Build a Modern Flower Classifier App with Flutter, Camera, and TensorFlow Lite

An end-to-end edge device ML classification model

View all parts6 months ago