Christoph Mark
Founder at FAU Erlangen-Nürnberg
Nuremberg, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolChristoph Mark is a founder and trained physicist with 11 years of experience turning insights from probabilistic models and complex systems into practical products. He leads Artifact Research GmbH to accelerate projects that extract patterns from biological, financial, and business time series, combining academic rigor from a PhD and postdoctoral work at FAU Erlangen-Nürnberg with industry experience as a machine learning engineer and consultant. Comfortable moving between research and production, he has applied time-series analysis across living cells to markets and helped clients operationalize data-driven strategies. Based in Nuremberg, he brings a curious, pattern-focused mindset and a track record of translating complex, noisy data into actionable outcomes.
11 years of coding experience
6 years of employment as a software developer
Dr. rer. nat., Physics, Dr. rer. nat., Physics at FAU Erlangen-Nürnberg
Github Skills (23)
probabilistic-programming10
anomaly-detection10
bayesian-inference10
biophysics9
3d8
image-viewer7
python7
aws5
huggingface5
lstm5
autocomplete5
programming-language5
pytorch4
machine-learning4
sagemaker4
Programming languages (2)
Github contributions (5)
christophmark/bayesloop
Jul 2015 - Dec 2022
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
Contributions:25 releases, 532 commits, 8 PRs in 7 years 6 months
probabilistic-programmingtime-series-analysismodel-selectionbayesian-inferenceanomaly-detection
christophmark/bayesianfridge
Apr 2018 - Apr 2018
Contributions:1 release, 7 commits, 5 pushes in 1 day
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