Dominik Kirchhoff
Data Scientist
Dortmund, North Rhine-Westphalia, Germany
Summary
👤
Senior🎓
Top SchoolDominik Kirchhoff is a Data Scientist based in Dortmund with 12 years of experience and deep expertise in R, machine learning and model-based optimization, backed by a Dr. rer. nat. in Statistics. He has a strong track record in industry and logistics projects, won the international Data Mining Cup, and contributes to notable open-source work such as extending survival analysis in the widely used mlr R package. His research background spans metamodel-based optimization and computer vision for industrial inspection, showing an ability to translate academic methods into production-ready solutions. Known for combining rigorous statistical foundations with pragmatic engineering, he excels at bridging interdisciplinary teams to solve complex data problems.
12 years of coding experience
Dr. rer. nat., Statistik, Dr. rer. nat., Statistik at Technische Universität Dortmund
Github Skills (12)
machine-learning10
r10
learing9
learn2learn9
classification9
learndash9
learnr9
learnpress9
regression9
statistics8
mlr8
data-science7
Programming languages (3)
Github contributions (5)
mlr-org/mlr
Mar 2014 - Jul 2014
Machine Learning in R
Role in this project:
Data Scientist
Data ScientistContributions:10 commits in 4 months
Contributions summary:Dominik contributed to the `mlr-org/mlr` repository by adding and testing machine learning models, specifically focusing on survival analysis. They implemented and tested survival analysis models like `coxph`, `glmboost`, and `glmnet`, adding associated test files. The user's work demonstrates a focus on integrating and evaluating survival analysis techniques within the larger machine learning framework.
imbalance-correctionlearnersensemble-learningclassificationr-package
dominikkirchhoff/CCKriging
Aug 2017 - Feb 2018
Contributions:10 pushes, 1 branch in 5 months
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