Christian Ruf

I help companies make better decisions by leveraging optimization technology.

Christian Ruf
Asunción, Paraguay

Erfahrungen

Jan. 2021 - Juli 2022
7 Monaten
Germany

Manager Intelligent Industry & Data Analytics

Capgemini Invent

Juni 2021 - Bis heute
3 Jahren 9 Monaten

Operations Research Analyst

Independent analyst helping companies plan better with advanced analytics. Identify best approaches, formulate analytics models, and lead implementations. Skills include data analysis, machine learning, and prescriptive analytics. Experience solving challenging business problems in manufacturing, food industry, utilities, and retail.

März 2020 - Apr. 2021
1 Jahr 2 Monaten
Germany

Manager Operations Research

Bain & Company

Mai 2017 - Dez. 2019
1 Jahr 8 Monaten
United States

Researcher

University of Texas at Austin

Multiple Research Stays for joint research with J. F. Bard

Dez. 2013 - Nov. 2019
6 Jahren
Germany

PhD Candidate

Technical University of Munich

PhD at the Chair of Operations Management

Okt. 2010 - Sept. 2013
3 Jahren
Germany

Master's Student

Technical University of Munich

Master's in Information Systems

Okt. 2007 - Sept. 2010
3 Jahren
Berlin, Germany

Bachelor's Student

University of Applied Sciences for Engineering and Economics Berlin

Bachelor's in Business Informatics

Zusammenfassung

I help companies plan better with advanced analytics. I identify the best approach, formulate analytics models, and I lead the implementation. My skills include data analysis, machine learning, and prescriptive analytics. I have a PhD in operations research, and experience solving challenging business problems in manufacturing, the food industry, utilities, and retail. Core skills Operations research | mathematical modeling | linear, integer, dynamic, and constraint programming | heuristics and meta-heuristics | decision-making under uncertainty | reinforcement learning | machine learning | simulation | data analysis Programming Python | Java | SQL | VBA | R Tools Gurobi | CPLEX | OR-Tools | Excel Solver | SolverStudio | Coin OR | Alteryx | Knime | Tableau | Excel | SimPy | skikit-learn | Git | Maven Other Bilingual (German and English) | Spanish (Basic) | Soccer | Skiing | Accordion

Sprachen

Deutsch
Muttersprache
Englisch
Muttersprache
Spanisch
Grundkenntnisse

Ausbildung

Dez. 2013 - Nov. 2019

Technical University of Munich

PhD · Operations Management · Munich, Germany

Okt. 2010 - Sept. 2013

Technical University of Munich

Information Systems · Munich, Germany

Okt. 2007 - Sept. 2010

University of Applied Sciences for Engineering and Economics Berlin

Business Informatics · Berlin, Germany

Zertifikate & Bescheinigungen

Sample-based Learning Methods

Machine Learning

Fundamentals of Reinforcement Learning