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Hi there 👋

About me

I'm Sebastjan and I'm a senior ML research scientist working in AI based video compression. I'm currently working at Deep Render where I'm co-lead the ML Engineering team, that is responsible for optimizing and improving the performance of the production video model. I'm specifically interested in techniques that can be used to improve the performance of the model, such as quantization, distillation, model compression.

Before my current position, I obtained a PhD degree in Mathematics at the University of Oxford where I studied higher dimensional geometry of a specific class of manifolds that commonly appear in string theory.

Languages

Python C++ C Rust JavaScript

Tools

PyTorch Git GitHub Pandas Jupyter VS Code LaTeX

Github Stats

Sebastjan's Projects

clox icon clox

Implementation of the virtual machine from Robert Nystrom's Crafting Interpreters

polars icon polars

Fast multi-threaded DataFrame library in Rust | Python | Node.js

prezto icon prezto

The configuration framework for Zsh

website icon website

Webpage source for https://covid-19.sledilnik.org

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