Jaison Saji Chacko (original) (raw)

Applied Research Engineer

Working on applied research in computer vision, tinkering with vision-language models. Particularly interested in tiny models that can run entirely in the browser.

GitHub @jaisonsaji LinkedIn Blog

Projects

• A sketch-rnn model that can "write" Malayalam. Generates mostly gibberish, but it resembles Malayalam script. Runs fully in the browser using ONNX Runtime Web.
  Browser Sketch-RNN ONNX
• MDN-RNN dance predictor that runs in the browser. Generates dance movements using a Mixture Density Network trained on motion capture data.
  Browser MDN-RNN Motion
• Dance generator using Variational Autoencoder, LSTM and Mixture Density Network. Built with Keras. The original research project that led to the browser version.
  VAE LSTM MDN Keras
• Self-driving AI in Python that plays SuperTuxKart. Uses computer vision and deep learning to navigate the game autonomously.
  Self-driving Game AI Python