All Published Blogs

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Prompt Injection Attacks: Securing LLM-Integrated Applications (Lessons from HouYi Research)

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LSTM Explained Simply: A Deep Dive into Long Short-Term Memory Networks

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

LLM Fundamentals: How Tokenization & N-Grams Power Modern AI Intelligence

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

Understanding RNN vs BiRNN: A Guide to Sequence Modeling in AI

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

Agentic Vulnerability Remediation: Using CrewAI and Snyk to Auto-Patch Java Code

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

Stateful RAG in Spring AI: Implementing Persistent Sessions & Multi-PDF Context (Phase 2)

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

Spring AI RAG Tutorial: Implementation Guide for Java Enterprise Applications

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

Natural Language API Interaction: Replacing Swagger with Agentic Chat Interfaces

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

Agentic UI Testing: Automating Playwright with GitHub Copilot & MCP Servers

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

Model Context Protocol (MCP) Tutorial: Building Your First Custom MCP Server

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Building a Scalable MCP Control Plane for Enterprise AI Agents

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

Why SLMs Are the Future: From Cloud RAG to Portable, Offline Intelligence

Why are we using trillion-parameter, cloud-hosted models for problems where the context is small, fixed, and local?

Bringing Your Hybrid Movie Recommender to Life: Streamlit Demo & Deployment

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Agentic RAG: Building Your Own Knowledge Assistant- Part 1

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

How I Built a Two-Tower Neural Recommender (Beyond SVD)

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

Building a Movie Recommendation System – A hands-on detailed guide

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

Time Traveling with AI — Part 1: Autoregressive Models Explained

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

Perform AI Tasks Locally Without a GPU — Leveraging Google Colab for Compute

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

How to Build Your First AI Project: A Step-by-Step Guide to Resume Matching Using NLP

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

Predicting House Rent Using ML: Random Forest vs Linear Regression

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

🌍 Why AI/ML Matters in Every Industry (2025)

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

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