PinnedPublished inGoPenAIUsing Hugging Face Spaces with DeepSeek: A Practical AlternativeDirect API integration isn’t always the smoothest path when working with large language models. Recently, I encountered some challenges…Feb 5, 2025A response icon1Feb 5, 2025A response icon1
PinnedPublished inPython in Plain EnglishImplementing Byte Pair Encoding (BPE) for Tokenization: A Step-by-Step GuideIn the book “Build a Large Language Model (From Scratch)”, Sebastian Raschka introduces various ways to process text data for large…Oct 15, 2024Oct 15, 2024
PinnedPublished inPython in Plain EnglishUnderstanding Word Embeddings: The Foundation of Language ModelsIn this post, we’ll explore one of the key concepts that powers large language models (LLMs) — word embeddings. Don’t worry if it sounds…Oct 8, 2024Oct 8, 2024
PinnedPublished inPython in Plain EnglishUnderstanding Neural Networks: A Simple Python Implementation from ScratchArtificial Neural Networks (ANNs) have become a cornerstone of machine learning, enabling us to solve complex tasks ranging from image…Sep 24, 2024Sep 24, 2024
PinnedWhat is Mojo, Modular, Max Engine?A few months ago I read something about Mojo, a new programming language that promises faster execution up to 32,000x and inference time…Apr 10, 2024Apr 10, 2024
Published inTowards DevStop calling everything “Microsoft Copilot.” 🛑The branding is everywhere, but for a business, “Copilot” actually represents four fundamentally different strategies. If you pick the…Mar 10A response icon1Mar 10A response icon1
Published inTowards DevThe Definitive Guide to the New Microsoft Foundry PortalThe “Studio” era is over. Here is how to provision an industrial-grade AI environment in 2026.Jan 26A response icon1Jan 26A response icon1
Published inTowards DevThe “IQ” Revolution: Why Your AI Agents Need Work IQ, Fabric IQ, and Foundry IQStop copying data. Start shortcutting it. Here is the new architecture for Enterprise Intelligence.Dec 30, 2025Dec 30, 2025
Published inTowards DevStop Building “Wild West” AI: A Guide to Microsoft Foundry ArchitectureWhy the “Hub & Spoke” model is the only way to scale AI without firing your CISO.Dec 4, 2025Dec 4, 2025
Published inTowards DevThe “Frontier Firm” Blueprint: Why Your “Agent Ops” Team Needs Teachers, Not Just CodersMoving beyond Copilots to an Agent-Operated Organization.Dec 3, 2025Dec 3, 2025