Digital Thoughts
Exploring ideas in AI, machine learning, and technology
Latest Neural Activity (Last 3 Months)
Build Your Own AI Search Engine with Google's Gemini and LangGraph
Posted on:July 16, 2025 at 08:00 AMLearn how to create a customizable AI-powered search engine using Google's Gemini models and LangGraph.
My VS Code Gained a Superpower- Taming LangChain with Live Context
Posted on:June 8, 2025 at 10:00 AMA story of how a simple, open-source tool called Fetch MCP bridged the gap between my IDE and the latest documentation, revolutionizing my AI development workflow with practical code examples.
Earlier Thoughts (3-12 Months)
Understanding Transformer Architecture: A Deep Dive into Attention Mechanisms
Posted on:December 15, 2024 at 10:00 AMA comprehensive analysis of the Transformer architecture, exploring self-attention mechanisms, positional encoding, and their impact on modern NLP.
Implementing a CNN from Scratch: MNIST Digit Classification
Posted on:December 10, 2024 at 02:30 PMA hands-on tutorial implementing a Convolutional Neural Network from scratch using PyTorch, with detailed explanation of convolution, pooling, and backpropagation.
Gradient Descent Optimization: From SGD to Adam
Posted on:December 5, 2024 at 04:00 PMA comprehensive exploration of gradient descent optimization algorithms, comparing SGD, Momentum, RMSprop, and Adam with mathematical insights and practical implementations.