Selected work05 case studies

Built, tested,
explained.

Projects selected for depth: the problem, my contribution, the system behind it, verified results, and what still needs work.

Preview
Audio classification / MLExperimental

Live demo

AI Music Detector

An experimental music classifier that analyzes uploads and microphone recordings using pretrained audio embeddings, with interactive visualizations and transparent model evaluation.

  • Python
  • Streamlit
  • scikit-learn
  • PyTorch
  • EfficientAT
Preview
Computer vision / ML systemsUniversity team project

Traffic Sign Detection System

A full-stack traffic-sign recognition system connecting a React interface, Node.js API, Python ML service, and database-backed dashboards.

  • React
  • Node.js / Express
  • Python / Flask
  • TensorFlow / Keras

These are a selection of my projects. You can find more of my work on GitHub.

View my GitHub