Insights & Articles

Sharing insights on Software Engineering, AI/ML, and tech in general. From building scalable applications to exploring cutting-edge technologies.

4 of 4 posts
Understanding Vector Databases: The backbone of Modern AI Search
November 22, 20257 min read

Understanding Vector Databases: The backbone of Modern AI Search

Explore how vector databases are revolutionizing AI applications, from semantic search to RAG systems, and why they're essential for modern AI development.

AI/MLVector DatabasesMachine Learning+1
Building a Simple RAG Application with Python
November 10, 20248 min read

Building a Simple RAG Application with Python

Learn how to build a Retrieval-Augmented Generation app that can answer questions from your PDF documents using semantic search and LLMs.

AI/MLPythonRAG+1
Building an AI-Powered Chrome Extension
November 5, 20246 min read

Building an AI-Powered Chrome Extension

How I created an intelligent tab grouper that uses LLMs to automatically organize your browser tabs into semantic categories.

JavaScriptChrome ExtensionAI/ML+1
Building a Real-Time Location Alert System
October 28, 202410 min read

Building a Real-Time Location Alert System

Deep dive into creating a scalable proximity-based alert system using Redis, WebSockets, and geospatial queries for real-time notifications.

Node.jsRedisWebSocket+2