Christoph Schock
Senior Data Scientist @Contorion
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WORK HISTORY
Senior Data Scientist @Contorion
Berlin, DE
Build product-to-product recommenders and conduct a/b tests for CRM and product detail pages- Maintenance of in-house Search solution (LightGBM LTR, FastText, PyMC, Pandas, Flask, Airflow)- Development of inventory replenishment tool & frontend (Python, Airflow, Flask)- Maintain data pipelines and support ERP rollout (Airflow, Pandas)- Training of junior colleagues
EDUCATION
Universität Osnabrück
Bachelor of Applied Science (B.A.Sc.), Cognitive Science
Technische Universität Dresden
Dipl. math., Mathematik
SKILLS
ABOUT CHRISTOPH SCHOCK
Experienced in both classical methods and modern machine learning- Value smart algorithms and effective representations of information- Focused on measurable results through robust baselines and sound metrics- Pragmatic approach: optimize where it matters, simplify where it doesn’tI like to build systems that are - performant for interactive development- command line controllableMy coding principles- don\'t over-engineer- iterative development- less code has less bugs- prefer battle proven algorithms over heuristics- use descriptive and unique names throughout the project
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