Andrea Rabinelli
Engineering Manager, Data Science
Berlin, Germany
Summary
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Top SchoolAndrea Rabinelli is an Engineering Manager in Data Science based in Berlin with 6–7 years of hands-on experience building ML-driven products and teams at high-growth scale-ups like Bolt, Trade Republic and 1KOMMA5°. She combines a strong engineering toolbox (Python, Snowflake, BigQuery, dbt, Airflow, Sagemaker, Metaflow) with product-minded leadership—owning incentive programs and growth-driving models that produced multi-fold uplifts in referrals. Her background spans end-to-end delivery from production recommender systems to causal-inference-backed incentive design, plus mentorship and hiring across data and analytics engineering. Comfortable shipping infrastructure as code (Docker, GitHub Actions) and exploring front-end interfaces (React, Looker) for stakeholder impact, she moves fluidly between strategy and execution. An uncommon thread in her career is blending design-led problem framing from IDEO with rigorous ML deployments, which helps her translate ambiguous business goals into measurable data products.
6 years of coding experience
7 years of employment as a software developer
Master of Science (MSc) Innovation Management, Master of Science (MSc) Innovation Management at Rotterdam School of Management, Erasmus UniversityBachelor of Science (BSc) Ingegneria gestionale/Gestione industriale, Bachelor of Science (BSc) Ingegneria gestionale/Gestione industriale at Politecnico di Milano
Italian, English
Stackoverflow
1,306reputation
92kreached
18answers
4questions
Github Skills (18)
nodejs9
transformation8
dbt7
python7
tensorflow6
dataops6
shiny6
dataframe6
simpy6
numpy6
pandas6
wordcloud6
r6
data-science6
sql5
Programming languages (3)
Github contributions (5)
arabinelli/twitter-semantic-graph
Aug 2020 - Oct 2020
Contributions:69 commits, 11 pushes, 1 branch in 2 months
arabinelli/redi-intro-to-git
May 2022 - Nov 2022
An intro to git for the Redi School Python course
Contributions:18 commits, 4 PRs, 16 pushes in 6 months
python
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