Vectorizing Images with LLMs
In this video, we walk through how to build a complete end-to-end image vectorization and similarity search system using modern AI tools, multimodal LLMs, and GPU-powered infrastructure.
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Microsoft Ignite 2025 Keynote - Notes From the Field
I watched the full Ignite Keynote so you don't have to! Here are my notes from the Ignite 2025 Opening Keynote.
The Most Undervalued Career Advantage: Having a Sponsor
Finding a great manager and a helpful mentor are important elements of building a rewarding, successful career. But the real game-changer? A sponsor.
From Text to SQL: Fine-Tuning Phi-4-Mini-Instruct with LoRA and PyTorch (Deep Dive)
In this deep-dive video, I’ll walk through the full workflow of LoRA fine-tuning the Phi-4-Mini-Instruct model to improve natural-language-to-SQL accuracy. The demonstration runs on an NVIDIA DGX Spark, but the methods apply to any CUDA-based environment.
Build Smarter AI Systems: 3 Agent Patterns You Can Implement Today (with Code)
In this video, we break down the three types of Agentic AI patterns—Chat Agents, Workflow Agents, and Autonomous Agents—and show you how to implement each one using Microsoft’s Azure AI Foundry Agent Framework.
Running OpenAI’s GPT-OSS-20B Locally with Open WebUI (Full Setup Guide)
In this hands-on walkthrough, I’ll show you how to set up Open WebUI with OpenAI’s GPT-OSS-20B — a 20-billion-parameter open model — running locally inside Docker.
NVIDIA DGX Spark is the data-center AI lab that fits on your desk, but is it right for you?
I recently added a DGX Spark to my lab and have been putting it through its paces. In this video, I'll unpack what the DGX Spark actually is, why NVIDIA built it, and who it’s really for (and who it isn’t for).
OpenAI Atlas browser has launched and could change everything. Is it the real deal?
I’ve been experimenting with OpenAI’s new Atlas browser, and today I’m going to share some of the things I’ve been doing with it, my thoughts about Atlas, and whether I plan to switch to Atlas and use it as my default way to experience the Internet.
Building Scalable Generative AI Teams: A Framework for success
Enterprise success with Generative AI requires more than building models—it demands a cross-functional team that unites innovation, governance, and ROI. Learn how to structure full-stack AI teams that deliver scalable, sustainable business impact.