Freelancer profile translated to English.
Back to original languageAbout Prof. Dr. Michael
I am an economic mathematician with several years of professional experience in corporations, management consultancies, and start-up environments. My technical focus areas are Artificial Intelligence, Data Science, and Data Management.
I strive to achieve measurable value through AI-based solutions. In doing so, I focus on managing complex Data Science projects, combining strong business understanding with pronounced implementation skills. I also enjoy supporting my project colleagues with scripts, data modeling, and other data-related topics.
Selected Projects:
Project ‘Data Science for Customer Management’,
Client: A telecommunications company
Roles: Project Manager, Data Scientist
Coordination and development of Data Science applications and associated dashboards for Customer Experience Management, identification of measures to increase customer recommendation rate and their impact.
Technologies: Python, R, Power BI, Dataiku, AWS
Project ‘Data Science Software as a Service in Procurement’
Client: Consultancy/Automotive Manufacturer
Role: Project Manager, Data Scientist
Development of Data Science applications for decision support in procurement, determination of fair purchase prices – as well as achievable savings potentials – in the automotive sector. Technologies: R, Qlik Core, Tableau, AWS
Project: ‘Strategic Implementation of Data Management’
Client: An energy provider
Roles: Project Manager, Data Manager
Development of the strategy for the company-wide implementation of Data Management, including measures for necessary data cleansing, establishment of a unified data model, definition and establishment of new (employee) roles.
Technologies: AWS, On Premises, Power BI, R
German
Native or bilingual
Russian
Native or bilingual
English
Conversational
Can work on-site
Hannover (up to 50km)
Experience
- Jungheinrich AGData Scientist, Project ManagerMECHANICAL ENGINEERINGMarch 2022 - Today (4 years and 5 months)Hannover, GermanyCoordination and development of Data Driven Fleet Management• Recording customer requirements• Planning of the sub-project• Conception and definition of KPIs• Development and implementation of DWH adjustments• Conception and development of analytical models and their visualizations using customer dashboards for areas including: Predictive Maintenance, Recommender Systems, Accident Analysis, Cost Optimization, Equipment Failure Analysis, Repair Prediction• Development of forecasts and prediction models• Derivation of recommendations for action
- Oberfinanzdirektion KarlsruheData Scientist, Project ManagerPUBLIC SECTORFebruary 2022 - Today (4 years and 6 months)Hannover• Recording customer requirements• Planning of the sub-project• Conception and definition of KPIs• Setup and further development of the AI development environment• Setup of the data basis• Conception and development of AI models as well as visualization of results using dashboards for areas including: Fraud Prevention, Cost Optimization.• Derivation of recommendations for action
- Ein Unternehmen aus Touristik ITProject Manager, Data AnalystDIGITAL AND ITJanuary 2022 - December 2022 (1 year)Berlin, GermanyCoordination and development of Management Cockpit:• Conception and definition of company-wide KPIs• (Co-)development of the ETL process• Development and implementation of DWH adjustments• Conception and development of analytical models and their visualizations using management dashboards for areas including: Corporate Steering, Sales Steering, Customer Analysis, Churn Analysis, Collections Analysis• Development of forecasts and prediction models
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Education
- Diploma in MathematicsLeibniz University Hannover2008Studienfach: Mathematik Vertiefung: Stochastische Optimierung Nebenfach: Betriebswirtschaftslehre Abschluss: Dipl.-Mathematiker Diplomarbeit an der Universität Hannover in Zusammenarbeit mit Universität St. Gallen, Schweiz mit dem Titel: „Stochastische Optimierung zur Portfolioallokation unter Regime-Switching“. Das Modell findet in der von institutionellen Anlegern und von den Versicherungs-unternehmen der Schweiz verwendeten Software „DEVA“ praktische Anwendung.
- Dr.rer.pol (Doctor of Economic and Social Sciences)FernUniversität in Hagen2015Promotion am Lehrstuhl für Betriebswirtschaftslehre, insb. Quantitative Methoden und Wirtschaftsmathematik (früher Operations Research): "Zukunftsgerichtete Effizienzbewertung mittels der Data Envelopment Analysis"