The author successfully fine-tuned a 1.1 billion parameter TinyLlama model using QLoRA on consumer hardware, training only 0.2% of the model's parameters via low-rank adapter matrices. The project inv…
Engineering challenges and architecture behind Hoovik, a real-time multimodal emotion AI pipeline for video conferencing. The system processes live audio and video streams using a distributed multi-cl…
Development of a full-stack mobile and AI-powered supply chain optimization app built with FastAPI, React Native, and data science tools. The project integrates AI directly into a real application, us…
"AI Chat Starter," a free template designed to help users build a working AI chatbot in 30 minutes by eliminating common setup issues like CORS errors, API key management, and deployment confusion. Th…
Guide for building a custom personal dashboard using Claude Code as the primary developer, with a focus on minimal dependencies and fast iteration. It outlines a single-file starter structure for a Fa…