cv

This is a description of the page. You can modify it in '_pages/cv.md'. You can also change or remove the top pdf download button.

Basics

Name Gideon Stein
Label Machine Learning Scientist
Email gideon@steinml.de
Url gideon-stein@github.io
Summary A machine learning Scientist with a special focus on Causal Inference and Rral-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
    Detection and attribution of changes in soil temperature as affected by plant diversity and climate. Combining Causal Inference and Biodiversity research.Focus on the evaluation of Causal Discovery algorithms
    • Causal Discovery, Causal Inference, Deep Learning
  • 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
Causal Inference
Causal Discovery
Deep Learning
Time series
Remote sensing applications
Computer Vision
Scientific
Scientific writing
LaTeX
Public speaking
Critical thinking
Software engineering
Python
Pytorch/Lightning/Hydra
Slurm/Docker
Web
Solidity
Linux/Rasperri Pi

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