Resume

General Information

Full Name Stefan Frisch
Date of Birth 28th Oct. 1996
Languages German (nativ), English (C2), Spanish (B2)

Experience

  • 04.2024 - Present
    Data Scientist
    Mercedes-Benz AG
    • Development of Sales Scenario Simulation
  • 01.2024 - 04.2024
    Research Assistant in DL for Medicine
    Helmholz Institute
    • Skin cancer detection 3% improvement over SOTA (https://github.com/hlzl/scaling-laws-ecnn)
    • Low data performance increased by 5% and robustness to domain shift by 10% with new Equivariant Convolutional Neural Networks
  • 01.2023 - 04.2023
    Research assistant
    Chair for Software Engineering at TUM
  • 10.2022 - 12.2022
    ML Engineer - Project Lead
    Infineon Technologies
    • Predictive motor maintenance through anomaly detection leads to a potential 5x cost reduction
    • Project lead of the time series analysis student team
  • 08.2022 - 01.2023
    Co-Founder
    Kiera
    • Command line code generation tool (https://www.kiera.ai/)
    • Explain the command in natural language, and Kiera generates the code
  • 05.2019 - 10.2022
    Working Student Quality Development
    FlixBus
    • Improved feeling of passenger safety by 13% through phone usage detection of bus drivers with NLP comment analysis
    • Automatic dashboard for quality control of operating partners

Education

  • 2021 - Present
    Master Data Engineering and Analytics
    Technical University of Munich, Garching, Germany
    • Research AI projects
      • Siemens - Automatic Interview Assessment
      • Google founded - Learning World Models by Self-Supervised Exploration
    • Top 15% of class
    • Thesis - Scaling Laws for Equivariant Convolutional Neural Networks
  • 03.2020 - 03.2021
    Bachelor Computer Science
    Technical University of Munich, Garching, Germany
    • 120/180 ECTS, Minor mathematics
    • Development of compiler in Java for introduction to programming
  • 10.2016 - 03.2020
    Bachelor Management and Technology
    Technical University of Munich, Garching, Germany
    • Grade 1.9, Minor computer engineering
    • Thesis - Natural language processing for financial forecasting

Other Interests

  • Hobbies: Traveling, Surfing