Tobias Dummschat
Software Developer Machine Learning at vilisto GmbH
Hamburg, Germany
Summary
👤
Senior🎓
Top SchoolTobias Dummschat is a software developer specializing in machine learning who combines 8 years of engineering experience with a strong academic background in mathematics (MSc from Universität Hamburg) and a focus on graph theory. He has delivered production-focused ML systems—from a TÜV-certified data-driven balancing algorithm that halved resource usage to MLOps pipelines and industrial computer-vision prototypes—while improving software quality through CI/CD, packaging, and data validation. Comfortable across the stack, Tobias builds efficient Python prototypes (Polars), AWS infrastructure (CDK, Lambda, SageMaker), and model analysis that tunes architectures mathematically. He brings proven communication and teaching skills from five years tutoring and research collaboration, where he co-developed a visualization tool for abstract mathematical tangles. Curious and hands-on, he balances rigorous problem-solving with practical deployment, and outside work enjoys international cooking and reading about both fantasy and quantum computing.
8 years of coding experience
3 years of employment as a software developer
Master of Science - MS, Mathematics, Very good (1.41), Master of Science - MS, Mathematics, Very good (1.41) at Universität Hamburg
German, English, Danish
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (62)
python10
xrandr10
dataframes10
command-line-interface10
amazon-web-services10
dataframe10
apache-arrow10
aws10
polars10
rust10
threaded10
aws-cli10
amazon10
spell9
smartphone9
Programming languages (9)
Github contributions (5)
TobiasDummschat/Quick-Date-Poll-Bot
Jun 2020 - Jan 2025
A Discord bot for making quick date polls for small groups
Contributions:1 release, 5 PRs, 20 pushes in 4 years 7 months
groupspollsdiscordbotdiscord-bot
Cargonat/WeirdShitGenerator
Sep 2017 - Jul 2020
Contributions:4 pushes, 1 branch in 2 years 10 months
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