Hamilton in Action: Practical Use Cases for Modern Data Workflows

​In today’s fast-moving data world, teams need tools that help them build clean, easy-to-understand workflows. That’s where Hamilton comes in. It’s an open-source Python framework that makes data pipelines easier to write, test, and manage. Instead of juggling complex scripts or long chunks of code, Hamilton lets you break your logic into simple Python functions. […]

Comparison of Major LLM Architectures (2017– 2025)

A concise, personal comparison of key LLM architectures developed over the past few years. This document reflects my individual understanding and curiosity-driven research from the year 2017 to February 2025. This is by no means an exhaustive list, and many other excellent models exist in the field. 🎯 List of LLMs Covered (2017–2025) Transformer, BERT, […]

Smarter Automation With Burr: The Future of Decision-Making

Burr – a stateful AI decision engine that allows developers to build structured, interactive AI workflows efficiently. In this article, we will: ✅ Explore Burr’s stateful AI workflow✅ Build an AI-powered chatbot using Burr✅ Deploy the chatbot with structured transitions and state updates✅ Compare Burr with other AI orchestration tools By the end, you’ll have […]