CV
Work
02/2018 - today Munich, DE |
Staff Software Engineer at Google
|
04/2017 – 08/2017 San Francisco, US |
Member of Technical Staff at OpenAI Development of artificial intelligence for the real-time strategy game Dota 2 for the project OpenAI Five. We used massively scaled reinforcement learning to beat the best human players in the restricted game mode 1v1 Shadow Fiend mid, with a release at the game’s world championships. I contributed to infrastructure connecting the game's API with the machine learning system and worked on a component to transform replay files of human matches into a usable internal format. The findings from the project were published in a paper. |
11/2015 – 01/2017 London, GB |
Co-Founder/ CTO at Tembryo I co-founded Tembryo with Richard Mason to create an "AI Coach for gamers". We built Wisdota, a website to help gamers improve at Dota 2 by providing coaching tips generated from automatic analysis of their gameplay. I worked on the entire technical solution, including infrastructure, orchestration, full-stack web development, replay file analysis and machine learning. We presented at the EF5 demo day, took part in the YC Fellowship programme, and raised £40k funding from a US angel investor. |
09/2015 – 03/2016 London, GB |
Cohort Member of EF5 at Entrepreneur First Ground-up creation of a tech startup, including team formation, ideation, customer development, implementation of first product, pitching and fundraising. |
06/2013 – 05/2015 Munich, DE |
Student assistant/scientific assistant at fortiss GmbH Implementation of a 3D geometry simplification program boundingmesh. The algorithm was published in a techreport. |
Education
10/2013 – 09/2016 | M.Sc. Informatics at Technical University of Munich |
10/2011 – 09/2013 | B.Sc. Informatics at Technical University of Munich |
10/2008 – 09/2011 | Early study programme Informatics at Technical University of Munich |
09/2003 – 07/2011 | Abitur at Michaeli-Gymnasium München |
Publications
- Dota 2 with Large Scale Deep Reinforcement Learning, 2019, OpenAI et al.
- The Bounding Mesh Algorithm, 2015, Andre Gaschler, Quirin Fischer and Alois Knoll