Sebastian Bayer
Data Scientist
Reutlingen, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolSebastian Bayer is a pragmatic data scientist and optimization engineer with a PhD in Econometrics and nine years of experience turning hard mathematical problems into robust production systems. At Bosch he architects and operates high-availability scheduling services—reengineering a database-first system into an API-first platform that processes 20,000+ requests per day across five distinct mathematical models with sub-second latency. He specializes in NP-hard scheduling and combinatorial optimization where academic rigor delivers measurable business impact, including a deployed system that generates millions in profit for a semiconductor fab. Comfortable spanning research, full-stack engineering, and CI/CD-driven deployment, he also evaluates project feasibility and mentors junior talent. Based in Reutlingen, Germany, he blends econometric depth with hands-on software craftsmanship to move prototypes into reliable, scalable production.
9 years of coding experience
8 years of employment as a software developer
PhD, Econometrics, PhD, Econometrics at University of KonstanzBachelor of Science (B.Sc.), Economics, Bachelor of Science (B.Sc.), Economics at Universität Konstanz
Github Skills (93)
parser10
python10
json-schema10
quantile10
pandas10
validation10
pythonic10
sql10
database10
quantile-regression10
sqlalchemy10
parsing10
dataframes9
data-parsing9
runner9
Programming languages (8)
Github contributions (5)
BayerSe/VaR-Backtesting
May 2017 - May 2019
Contributions:2 commits, 1 push, 1 branch in 2 years
cran/esreg
Aug 2017 - Apr 2022
Contributions:5 commits in 4 years 8 months
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