Giter VIP home page Giter VIP logo

Hi there 👋

About me

As a research scientist turned head of engineering, I have made foundational contributions to AI-driven video compression at Deep Render. I joined the company to work on the core video compression model, where I played a pivotal role in shaping its architecture and maintaining the codebase. My work involved engaging with cutting-edge research, combining techniques from generative AI and neural network inference acceleration for edge deployment. In my current role as head of engineering, I manage a team of 20 engineers responsible for directing the training, deployment, and optimization of AI-based video codecs on edge platforms and consumer devices, ensuring our technology can operate efficiently in power-constrained environments while delivering state of the art compression performance.

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

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

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.