PinnedIntroduction to Web DevlopmentWhat is Web Development? Web Development is the ability to create a website for your devices such as Tablet, Phone, Laptop or Dekstop. We create a website that works well on all these devices in the exact same codebase. This is called a responsive we...Nov 14, 2023·5 min read
Building a Mini-GPT From Scratch: A JAX and Flax Guide to Small Language ModelsJun 20, 2026·13 min read
Understanding Self-Attention: From Transformers to Real-World AIIn late 2017, a research paper titled Attention Is All You Need introduced a revolutionary mechanism that would fundamentally reshape artificial intelligence. At the heart of this breakthrough was selMar 5, 2026·15 min read
LLM Agents Explained: Architecture, Frameworks, and Use CasesLearn what an LLM agent is, and how it can execute tasks autonomously in agentic workflows. Understand the architecture behind LangChain, CrewAI, and LlamaIndex. Contents What Is an LLM Agent? Core Components of an LLM Agent Types of LLM Agents ...Jan 26, 2026·13 min read
A practical guide to FAST MCP 2.0: Building client and serversIn the world of AI, the Model Context Protocol (MCP) has quickly become a hot topic. MCP is an open standard that gives AI models like Claude 4 a consistent way to connect with external tools, services, and real-time data sources. This connectivity i...Sep 5, 2025·13 min read
Model Context Protocol (MCP): A Guide With Demo ProjectThe Model Context Protocol (MCP) is an open standard that enables large language models to interact dynamically with external tools, databases, and APIs through a standardized interface. In this blog, I’ll guide you through building an MCP-powered PR...Aug 9, 2025·11 min read
Gradient Descent: A beginner's guideGradient descent is one of the most important algorithms in all of machine learning and deep learning. It is an extremely powerful optimization algorithm that can train linear regression, logistic regression, and neural network models. If you are get...Feb 14, 2025·14 min read
Fine-Tuning DeepSeek's Reasoning Model (R1)DeepSeek has disrupted the AI landscape, challenging OpenAI's dominance by launching a new series of advanced reasoning models. The best part? These models are completely free to use with no restrictions, making them accessible to everyone. In this t...Jan 30, 2025·15 min read