cv

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Basics

Name Gideon Stein
Label Machine Learning Scientist
Email gideon@steinml.de
Url https://www.steinml.de
Summary A machine learning scientist with a special focus on Causal Inference and real-world applications.

Work

  • 2022.05 - 2023.09
    Early State software engineering
    Bliro
    Helped with product development during the founding phase
    • Startup, Text-to-speech, product development
  • 2022.05 - 2025.12
    Doctoral Researcher
    Friedrich Schiller University Jena
    Research project: Remote sensing for large infrastructure monitoring
    • Remote sensing, Machine Learning, Sentinel-Mission
  • 2022.03 - 2023.02
    Early State software engineering
    EasyMedBox
    Helped with product development during the founding phase
    • Startup, hardware-software integration, product development
  • 2021.05 - Present
    PhD Candidate
    Friedrich Schiller University Jena
    Focus on the evaluation and development of Causal Discovery algorithms in real-world applications.
    • Causal Discovery, Causal Inference, Deep Learning
    • Biodiversity research
  • 2020.08 - Present
    Freelancer (self-employed)
    steinML
    Consulting on Machine Learning and related topics.

Education

  • 2018.09 - 2020.08

    St. Petersburg, Russia

    Master of Science
    ITMO University
    Machine Learning & Data Science
    • Deep Learning, Algorithmic optimization, Machine Learning
  • 2014.09 - 2018.07

    Bayreuth, Germany

    Bachelor of Arts
    University of Bayreuth
    Philosophy & Economics
    • Decision Making, Statistics, Game Theory

Awards

Skills

Machine Learning
Deep Learning
Causal Inference
Time series analysis
Gen AI
Remote sensing applications
Software engineering
Python
Pytorch/Lightning/Hydra
Slurm
Docker
Web
Solidity
Linux/Rasperri Pi
Scientific
Scientific writing
LaTeX
Public speaking
Critical thinking

Languages

German
Native speaker
English
C2
Russian
A2

References

Professor Joachim Denzler
Doctor Father
Professor Nico Eisenhauer
Supervisor during PhD project
Andrey Filchenkov
Supervision during Masters programm
Yannick Kupferschmidt
Worked together @EasymedBox