A No-Nonsense Guide to Python Environments with uv
Python’s ecosystem is a blessing and a curse. On one hand, it’s ridiculously powerful, but on the other, managing environments and dependencies can be a pain. I’ve gone through just…
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Setting Up a Secure Local Network with Caddy, Cloudflare DNS, and Let’s Encrypt
As of 11/7/2024 — This is my home network software development setup. I have much more running than just Ollama, ChromaDb, etc. I also have several Postgres, Mongo, and other…
Bridging Words and Pictures: How AI Understands and Generates Images from Text
Introduction to Text-to-Image Modeling in the Digital Age In the digital world today, the blend of text and images is becoming more distinct, driven by advancements in artificial intelligence. This…
Building a Simple Blockchain in Python
I’m excited to share my recent presentation at the Michigan Python Group Meetup, where I demonstrated how to build a simple blockchain using Python. This session was designed to demystify…
Training a Custom MusicGen Model and Serving it with Flask and AudioCraft
I’m excited to share how my team recently won 1st place at the AudioCraft 24-hour hackathon! Our winning project involved training a custom MusicGen model for generating lofi hip hop…