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Julian in wenigen Worten
I am an experienced machine learning engineer and mathematician. I worked on a large variety of practical and research problems involving, among others, AutoML, probabilistic modeling of epidemics (COVID-19), time-series modeling and portfolio optimization in asset management contexts, stochastic risk modelling using scenario simulation techniques. Successfully delivered production ready solutions in a high-pressure environment reporting directly to the CEO of a unicorn startup.
Projekt- und Berufserfahrung
- LOLML GmbHCEO & ML EngineerDIGITALAGENTUREN & IT-CONSULTINGJanuar 2023 - Heute (2 Jahre und 1 Monat)München, BY, Deutschland
- DataRobotMachine Learning EngineerSOFTWARE-HERSTELLERNovember 2019 - Dezember 2022 (3 Jahre und 1 Monat)GermanyPrediction intervals for regression models (conformal inference). COVID-19 pandemic modeling; vaccine trial optimization. Online-learning in an MLOps context.
- Allianz Global InvestorsQuantitative AnalystBANKEN & VERSICHERUNGENSeptember 2015 - Oktober 2019 (4 Jahre und 1 Monat)Munich, GermanyPortfolio optimizer: Markovitz, CVaR; LP-reformulations; exotic constraints: implementation and project management. Risk reporting: Automation and data validation processes.
Externe Empfehlungen
Ausbildung und Abschlüsse
- Master of MathematicsVienna University of TechnologyMaster's Degree, Mathematics
- Deep Reinforcement Learning Nanodegree, Artificial IntelligenceUdacity2019Deep Reinforcement Learning Nanodegree, Artificial Intelligence