Jonas Köhler
Angestellt, Senior Researcher, Deep Learning for Molecular Sciences, Microsoft Corporation
Abschluss: Master of Science, Universiteit van Amsterdam
Berlin, Deutschland
Über mich
Experienced machine learning research scientist working on machine learning for the sciences and its application to real-world problems.
Werdegang
Berufserfahrung von Jonas Köhler
Bis heute 1 Jahr und 6 Monate, seit Jan. 2023
Senior Researcher, Deep Learning for Molecular Sciences
Microsoft Corporation
Forschung an Deep Learning Methoden für Molekularwissenschaften
Machine Learning. Probabilistic generative models for molecular systems.
4 Monate, Sep. 2021 - Dez. 2021
Research Scientist Intern
Google DeepMind
Research within the Science team of DeepMind.
4 Monate, Sep. 2019 - Dez. 2019
Visiting Researcher
University of California, Los Angeles
Guest research at Institute for Applied and Pure Mathematics (IPAM). Research on normalizing flows and advanced sampling techniques.
10 Monate, Jan. 2018 - Okt. 2018
Masterand (maschinelles Lernen)
Max Planck Institute for Intelligent Systems
Research and master's thesis on differential privacy. https://privacy-preserving-machine-learning.github.io/
1 Jahr und 1 Monat, Okt. 2017 - Okt. 2018
Machine Learning Engineer / Consultant
Selbstständig
Machine Learning R&D for MDAX companies.
2017 - 2018
Co-Founder und Machine Learning Research Engineer
Amsterdam Machine Intelligence B.V.
Machine Learning R&D for communal and startup clients in Amsterdam.
2016 - 2018
Studentischer Mitarbeiter
Universiteit van Amsterdam
Research on equivariant convolutional neural networks in AMLAB together with Taco Cohen and Max Welling.
Developing of machine learning models for load peak prediction Designing a reactive, functional micro-service ETL architecture running on low resource devices.
2014 - 2016
Studentischer Mitarbeiter
Bauhaus Universität Weimar
Research on argumentation mining. Development of UI prototypes.
Full-stack development of e-commerce solutions.
Ausbildung von Jonas Köhler
4 Monate, Sep. 2019 - Dez. 2019
Maschinelles Lernen
University of California, Los Angeles
Machine learning and applied mathematics.
Bis heute 5 Jahre und 7 Monate, seit Dez. 2018
Maschinelles Lernen
Freie Universität Berlin
Advanced sampling techniques for molecular systems. See: https://scholar.google.com/citations?user=WNlTdm0AAAAJ&hl=de
2016 - 2018
Artificial Intelligence
Universiteit van Amsterdam
Machine Learning and Information Theory
2014 - 2016
Informatik
Bauhaus-Universität Weimar
Algorithms, natural language processing, computer graphics
1 Jahr und 8 Monate, Sep. 2012 - Apr. 2014
Neue Medien, Medienkunst
Bauhaus-Universität Weimar
Computer art, sound art
2009 - 2012
Mathematik
Universität Bonn
Analysis, algebraic topology, algorithms, theoretical physics
Sprachen
Deutsch
Muttersprache
Englisch
Fließend