Fähigkeiten
Sebastian in wenigen Worten
Passionate Data Scientist with expert-level knowledge in LLM, machine learning, energy system modeling, optimization, and statistics.
Proven success in building and leading high-performing data science teams, achieving significant outcomes through cutting-edge, thoroughly tested end-to-end solutions, advanced DevOps, and robust software design.
Projekt- und Berufserfahrung
- buycycleExpert Data ScientistJanuar 2023 - Heute (2 Jahre und 5 Monate)München, Deutschland
Key Projects
🤖 NLP Customer Support Bot:Designed a custom NLP-based customersupport bot that reduced customer support load by 80%.😍 Personalization Engine:Developed a personalization engine that increased user engagement by 74%.💶 Platform Valuation Model:Developedand implemented sophisticated valuation models, achieving a 32%improvement in liquidity by balancing supply and demand dynamics acrossglobal markets.📈 Optimize Budget Allocation:Created models leading to a 40% decrease in CAC.Achievements
🌟 Valuation Growth:Spearheaded data science projects, achieving startup valuation growth to $120M post-Series A funding.👥 Team Leadership:Built and led a high-performing data science team, fostering innovation and technological excellence.🧪 A/B Testing Implementation:Established rigorous A/B testing using a Kubernetes and ArgoCD-based in-house solution. - PIK - Potsdam Institute for Climate Impact ResearchEnergy System ModelerOktober 2020 - Heute (4 Jahre und 8 Monate)Berlin, GermanyDeveloped advanced ML and optimization models to enhance energy efficiencies and reduce carbon emissions, focusing on integrating renewableenergy sources, including heat pump optimization, into existing systems.Collaborated with industry partners on IoT frameworks to ensure seamlessdata integration and real-time monitoring for sustainable energy solutions.
- Technische Universität BerlinPHD StudentMärz 2017 - Oktober 2020 (3 Jahre und 7 Monate)Developed advanced ML and optimization models to enhance energyefficiencies and reduce carbon emissions, focusing on integrating renewableenergy sources, including heat pump optimization, into existing systems.Collaborated with industry partners on IoT frameworks to ensure seamlessdata integration and real-time monitoring for sustainable energy solutions.
Externe Empfehlungen
Ausbildung und Abschlüsse
- Doctor of PhilosophyTechnical University Berlin2020PhD, Dr Ing.
- Master of Business InformaticsBerlin School of Economics and Law2014M.Sc. in Business Informatics,
- B.Sc. in Business Administration and Engineering,Cooperative University Baden-Württemberg2012B.Sc. in Business Administration and Engineering,