Julian Schäfer-zimmermann
Postdoctoral Researcher at Max Planck Institute of Animal Behavior
Frankfurt, Hesse, Germany
Summary
👤
Senior🎓
Top SchoolJulian Schäfer-zimmermann is a physicist-turned-machine-learning researcher with 10 years’ experience bridging experimental optics, nanoparticle science, and bioacoustics through applied deep learning. He holds a Doctor of Science in Physics and has led ML teams at ETH Zurich before developing Transformer-based, self- and unsupervised audio representation models for animal vocalizations at the Max Planck Institute of Animal Behavior. His background as an audio technician and film editor gives him uncommon practical insight into sound processing, which he combines with advanced methods from nonlinear quantum optics and deep learning. An awarded peer reviewer for IoP Nanotechnology and reviewer for high-profile journals including Nature Communications, he regularly translates complex lab data into robust ML pipelines.
10 years of coding experience
2 years of employment as a software developer
University-entrance diploma, General Studies, 1.8, University-entrance diploma, General Studies, 1.8 at Lise-Meitner School BerlinDoctor of Science, Physics, Magna cum laude, Doctor of Science, Physics, Magna cum laude at Technische Universität BerlinStaatlich geprüfter technischer Assistent Fachrichtung: Medien- und Informationstechnik, Web Page, Digital/Multimedia and Information Resources Design, 1.6, Staatlich geprüfter technischer Assistent Fachrichtung: Medien- und Informationstechnik, Web Page, Digital/Multimedia and Information Resources Design, 1.6 at Staatliche Technikerschule Weilburg
German, English
Stackoverflow
182reputation
7kreached
1answer
3questions
Github Skills (42)
probabilistic9
bayesian-methods9
statistics8
probabilistic-reasoning8
probabilistic-programming8
textmate7
machine-learning7
deep-learning7
atom-plugin7
camera6
mex6
macos6
babashka6
multi-gpu6
tensorflow6
Programming languages (4)
Github contributions (5)
julian-carpenter/airynet
Apr 2018 - Jun 2019
Contributions:27 commits, 8 pushes in 1 year 2 months
julian-carpenter/neuralDiffraction
Nov 2016 - Aug 2017
Contributions:42 pushes, 1 branch in 9 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.