All Published Blogs

Built a framework that allows an organization to treat "Tooling" like "Microservices" for AI Agents.

Building RAG with Spring AI: A Practical Deep Dive for Java Developers

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using FastAPI, FAISS, PostGres and OpenAI. Upload PDFs, ask questions, and get grounded answers. Includes roadmap, HLD,

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` using FastAPI, FAISS, and OpenAI. Upload PDFs, ask questions, and get grounded answers. Includes roadmap, HLD, and com

Beyond SVD: building a Two-Tower recommender that learns from both user behavior and movie genres for smarter suggestion

Building a movie recommendation system using MovieLens 100K — from cleaning data and creating baselines to using SVD for

Tired of navigating endless Swagger docs just to find the right API for a simple query? Say goodbye to developer ping-po

Forget dry math! Understand LSTM gates using iconic scenes from Zindagi Na Milegi Dobara, Kung Fu Panda, and 3 Idiots. A

Automate UI tests using natural language! Learn how GitHub Copilot Agent + Playwright MCP can test your site with zero b

Ever wished your Java project could fix its own security vulnerabilities? Now it can. With CrewAI, Snyk, and a little ag

n this second post of our “Time Traveling with AI” series, we dive into how Recurrent Neural Networks (RNNs) introduced

Autoregressive models predict the future using the past. Learn AR(1), AR(p), sequence-to-table transformation, and why t

A practical guide to running transformer-based document summarization models on Colab and exposing them via Flask + ngro

Learn how raw text becomes machine-readable using tokenization, vocabulary indexing, and n-grams. Includes Colab noteboo

Want to break into AI with a project that’s actually useful? In this beginner-friendly guide, you’ll build your very own

A machine learning project comparing rent prediction with Random Forest and Linear Regression.

Discover how AI/ML is transforming every industry in 2025 — from healthcare to software. This blog offers practical insi