Agnes Van Belle
Applied Research Manager at eBay
Berlin, Germany
Summary
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Senior🎓
Top SchoolAgnes Van Belle is an Applied Research Manager at eBay with 13 years of data science and machine learning experience, specializing in natural language processing and productionizing models at scale. With an M.Sc. in Artificial Intelligence from the University of Amsterdam, she combines rigorous statistical foundations and software engineering to deliver robust ML systems across marketplaces, healthcare, and recruitment domains. Her career spans hands-on research, team leadership and line management roles where she built DL-based semantic search, text extraction services, and automated ML pipelines that directly improved product metrics. She has repeatedly moved prototypes into production—having led search R&D, extraction and ranking initiatives and implemented multilingual deployment strategies. Based in Berlin, she pairs technical depth with people leadership, coaching teams to adopt reproducible workflows and measurable experimentation. A pragmatic problem-solver, she often surfaces overlooked data and feedback loops (e.g., document-level extraction improvements and tracking) to drive sustained model performance.
13 years of coding experience
10 years of employment as a software developer
Bachelor of Science (B.Sc.) Artificial Intelligence, Bachelor of Science (B.Sc.) Artificial Intelligence at Radboud UniversityMaster of Science (M.Sc.) Artificial Intelligence, Master of Science (M.Sc.) Artificial Intelligence at University of Amsterdam
Github Skills (10)
crfsuite5
classifiers5
nlp4
python4
machine-learning3
data-science3
lightgbm2
scikit-learn2
debugging2
xgboost2
Programming languages (2)
Github contributions (5)
ackeune/InfoVis
Feb 2013 - Apr 2013
Contributions:49 commits in 1 month
stablum/mlpm
Oct 2013 - Dec 2013
Contributions:100 commits in 1 month
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