Beyond Accuracy: Measuring Divergence Between Actual and Predicted Distributions in Machine Learning

ML evaluation goes beyond prediction error. Measuring distribution alignment with the right divergence metric improves reliability, robustness, and trust.

April 7, 2026 · 2 min · Sayan Chatterjee
Agentic AI Automation - Building AI-Powered Developer Tools

From Developer to AI Teammate: Building an Agentic Automation Prototype

Transform repetitive developer workflows into an intelligent, AI-powered teammate using LangChain, retrieval-augmented generation (RAG), and lightweight automation loops.

November 12, 2025 · 2 min · Sayan Chatterjee
Feature Optimization with Genetic Algorithms - Machine Learning

How To Optimise Feature Sets With Genetic Algorithms

Dive deep into the world of feature optimisations using genetic algorithms, and explore how they can help identify the most relevant features for machine learning models.

September 8, 2023 · 1 min · Sayan Chatterjee