Christoph Schock

Senior Data Scientist

Berlin, Germany
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Summary

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Senior
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Top School
Christoph Schock is a Senior Data Scientist based in Berlin with 11 years of experience applying classical statistics and modern ML to eCommerce and enterprise data problems. He builds production-ready systems—from demand forecasting and inventory replenishment to semantic search and recommender services—using Python, Airflow, BigQuery and cloud orchestration. Equally comfortable mentoring juniors and rolling out ERP/data migrations, he emphasizes readable, reviewable code and pragmatic scaling. As a freelancer he has repeatedly turned unstructured sources (OCR, social streams, documents) into structured insights and lightweight prototypes. A mathematician by training with a background in cognitive science, he blends rigorous analytical thinking with practical engineering, often approaching hard problems “from the right side.”
code11 years of coding experience
job6 years of employment as a software developer
bookDipl. math. Mathematik, Dipl. math. Mathematik at Technische Universität Dresden
bookBachelor of Applied Science (B.A.Sc.) Cognitive Science, Bachelor of Applied Science (B.A.Sc.) Cognitive Science at Universität Osnabrück
languagesEnglish, Spanish, German, French
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Github Skills (25)

word2vec9
scipy9
algorithms9
fasttext9
python9
similarity9
gensim9
text-processing9
topic-modeling9
scientific-computing9
sentence-similarity9
segment9
glove9
nlp8
word-embeddings8

Programming languages (3)

VueJupyter NotebookPython

Github contributions (5)

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chschock/textsplit

Aug 2017 - May 2020

Segment documents into coherent parts using word embeddings.
Contributions:26 commits, 4 PRs, 9 pushes in 2 years 9 months
nlpcoherentword-embeddingsembeddingsparts
chschock/mdiff

Aug 2015 - Feb 2016

Contributions:31 commits, 14 pushes, 7 branches in 6 months
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