I'm a Python developer and AI enthusiast focused on LLM optimization and integration. I spend my time tinkering with model quantization, building gaming tools, and following the F1 circus.
- π§ AI & LLMs: Quantizing and converting models to AWQ/MLX formats and building custom integrations for Open WebUI.
- π©Ί AI in Healthcare: Building tools to help providers and researchers with their work.
- π Motorsport Data: Exploring F1 telemetry and supporting open-source motorsport projects like Fast-F1.
- βοΈ Gaming Tools: Maintaining nukecalc, a specialized nuclear power calculator for Factorio.
owui_anthropic_function β Anthropic integration that provides web search, thinking, and more.
gpt_image_pipe β Conversational image generation and editing for OpenAI's GPT-Image models.
Suurt8ll's open_webui_functions β Contributor on Gemini-related functions.
- ποΈ Qwen3-4B-Instruct-2507-AWQ
- π§ͺ Medgemma MLX Collection
- π©» Medgemma 4B IT Space
- π©» Medgemma 27B IT Space
Hugging Face: warshanks
GitHub: You're already here!




