Sebastian B
Quantitative Software Engineer
Lucerne Metropolitan Area Switzerland
Summary
👤
Senior🎓
Top SchoolSebastian B is a quantitative software engineer based in the Lucerne area with a decade of experience bridging data science research and production software. Currently at Suva he applies statistical modeling and engineering practices to deliver robust analytics and predictive systems, building on prior roles modernising ETL pipelines and CI/CD for data workflows. His background includes hands-on prototyping of predictive maintenance and computer vision solutions at Fraunhofer Italia and research-grade mobility analysis at FBK, where he implemented location-extraction algorithms and visualisations. He combines a strong academic foundation in data science (MSc, cum laude) with practical software engineering skills, Docker-based deployments, and Kedro-style pipeline design. Notably, he transitioned from a creative visual-retouching career into data engineering, bringing an unusual mix of design sensitivity and rigorous reproducibility to ML-driven quality control problems. Curious and methodical, he focuses on turning research prototypes into maintainable production tools.
10 years of coding experience
4 years of employment as a software developer
Selected courses / extra occupational, Artificial Intelligence, Selected courses / extra occupational, Artificial Intelligence at Johannes Kepler Universität LinzMaster of Arts (M.A.) (not completed), Research Master in New Media & Digital Cultures, 8.0 / 10, Master of Arts (M.A.) (not completed), Research Master in New Media & Digital Cultures, 8.0 / 10 at University of AmsterdamBachelor (Hons), Media and Cultural Studies, 1st - First Class Honours, Bachelor (Hons), Media and Cultural Studies, 1st - First Class Honours at University of the Arts LondonSelected courses / extra occupational, Artificial Intelligence, Selected courses / extra occupational, Artificial Intelligence at Universiteit van AmsterdamMaster of Science (MSc), Data Science: Business and Governance, Cum Laude, Master of Science (MSc), Data Science: Business and Governance, Cum Laude at Tilburg University
English, Italian, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (132)
python10
kedro10
infrastructure10
mlops10
modular10
pipeline10
science10
machine-learning10
data-validation9
menu-item9
prefect9
centos9
dataflow9
anomaly-detection9
operation9
Programming languages (9)
Github contributions (5)
sebastianbertoli/kedro
Jul 2020 - Oct 2020
A Python library that implements software engineering best-practice for data and ML pipelines.
Contributions:9 commits, 2 PRs, 9 pushes in 2 months
python-librarybest-practicepythonml-pipelinesdata-science
sebastianbertoli/seb-learn
Oct 2019 - Dec 2021
Work in Progress - machine learning algos.
Contributions:1 PR, 17 pushes, 3 branches in 2 years 1 month
pythonalgosin-progressneural-networksmachine-learning
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