Blog

Writing & Notes

Things I learn while building AI-powered applications, data pipelines, and small products.

Building a RAG Chatbot with LangChain and FAISS

A practical walkthrough of how I built a chat-with-your-PDFs system using LangChain, FAISS, and HuggingFace embeddings.

Natural Language to SQL: Building an AI Chatbot for BigQuery

How I built a chatbot that lets non-technical users query BigQuery in plain English using Gemini.

Medallion Architecture on Azure Databricks: A Practical Guide

How I structured a retail data pipeline using the bronze, silver, and gold layers of the medallion architecture.

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