CUDA-Coach

2025

An AI-powered tutoring platform to simplify CUDA learning and GPU-accelerated workflows — leveraging quantized Mixture-of-Experts models (BitsAndBytes 4-bit) with real-time syntax guidance and GPU-backed caching via Hugging Face Hub.

Role Solo Developer
Timeline June 2025
Tech React · TypeScript · Flask · Python · Hugging Face
  • Developed an AI-powered tutoring platform to simplify CUDA learning and GPU-accelerated workflows, leveraging quantized Mixture-of-Experts models (BitsAndBytes 4-bit).
  • Implemented real-time CUDA syntax guidance, secure authentication, and GPU-backed caching via Hugging Face Hub.
  • Built an integration-ready system for university courses and bootcamps, with a React/TypeScript front-end and Flask-based backend.
CUDA-Coach screenshot