Posts

Here I document my experiments with AI engineering, insights from building intelligent systems and share deep dives on latest paradigms.

• Jun 21, 2025 » Understanding MCP: How the Model Context Protocol Solves AI's Integration Problem
• May 31, 2025 » Agentic RAG Series - Part 3: Building a Comprehensive Agentic RAG Workflow: Query Routing, Document Grading, and Query Rewriting
• May 12, 2025 » Agentic RAG Series - Part 2: Building an Agentic RAG Workflow with Query Router Using LangGraph
• Apr 11, 2025 » What's the Moat? Product Defensibility for AI Applications
• Mar 04, 2025 » Agentic RAG Series - Part 1: An Introduction to Agentic RAG
• Feb 20, 2025 » Guest Lecture at Yale: February 2025 - Agentic Systems with LangGraph
• Feb 17, 2025 » Building AI Agents with LangGraph: My First O'Reilly Course!
• Apr 08, 2024 » An Overview of Multi Agent Frameworks: Autogen, CrewAI and LangGraph
• Feb 29, 2024 » Building a Corrective RAG workflow with LangGraph
• Apr 30, 2023 » Deploy StableLM models on AWS Sagemaker Endpoints
• Oct 28, 2022 » Building an Image Classifier Really Fast Using Fastai
• Sep 22, 2022 » Coding K-Means Clustering using Python and NumPy