Aline Quadros
Data Science Manager
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolAline Quadros is a Data Science Manager based in Berlin with eight years of experience building end-to-end data products, especially recommender systems and forecasting models. She blends a strong scientific background (PhD in Ecology) with hands-on machine learning and NLP expertise, from prototyping and model fine-tuning to production deployment and monitoring. At Delivery Hero she applies LLMs and traditional NLP to deliver AI-powered customer service tools and conversation intelligence, and previously built job recommendation and e-commerce forecasting systems. Aline is also an experienced educator and mentor, having taught statistics and data science workshops and developed R/Shiny apps during her research career. She combines curiosity-driven research practices with pragmatic CI/CD and deployment skills, making complex unstructured data actionable for product teams.
8 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy (PhD) Ecology, Doctor of Philosophy (PhD) Ecology at Federal University of Rio Grande do SulData Processing and Data Processing Technology/Technician Data Processing and Data Processing Technology/Technician, Data Processing and Data Processing Technology/Technician Data Processing and Data Processing Technology/Technician at Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Sul - Campus Sertão
Portuguese, English, Italian, German
Github Skills (3)
speech5
python5
data-science4
Programming languages (1)
Github contributions (5)
AlineQuadros/teaching_data_science
Jan 2021 - Oct 2022
Data Science with Python - exercises and tutorials
Contributions:31 commits, 14 PRs, 36 pushes in 1 year 9 months
data-sciencepython
AlineQuadros/stats_class
Oct 2020 - May 2023
Contributions:4 pushes, 2 branches in 2 years 7 months
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