Kompetenzbereiche im Überblick
|Data Science||R, Dynamic Pricing, Fraud Detection, Logistics Planning, Gradient Boosted Trees, Support Vector Machines, Random Forests|
|Data Engineering||Python, Spark, Scala, Talend|
|Big Data||Hadoop, Cloudera Manager, Hive, Impala, Hue, Oracle PL/SQL, Teradata, MongoDB, MySQL, Kafka, Redis, Elastic Search|
|Business Intelligence||Tableau, SAP BusinessObjects|
|Cloud & DevOps||Kubernetes, Docker, OpenShift, AWS EC2/S3, Scripting Linux / Mac OS / Windows, New Relic|
Web server: Node.js, nginx, Apache, PHP (Zend Certified Engineer), Smarty, LESS/Sass, XML/XSL, Ruby, ASP .Net, C#, Java, JSP
|Development Tools||Jupyter, RStudio, git, GitHub, GitLab, SVN, Trac, JIRA, Confluence|
|eCommerce||Shopify, Shopware, Magento, PrestaShop, SAP Hybris Commerce, Intershop|
|Languages||English and German (fluent), French (mother tongue), Italian (good), Spanish and Portuguese (basics)|
|Aug 2020-today||BI Solution Designer at Helvetia Insurance Switzerland (helvetia.com) in Basel. Creation of a real-time DWH based on Kafka CDC, Azure Databricks and Azure Synapse Analytics.|
|Aug 2019-Mai 2020||Independent Data Science Consultant in the SCRUM team in charge of online sales forecasting at H&M Group (hm.com) in Stockholm (Sweden).
Python/Spark application running on Azure Databricks.
|Oct 2018-Jul 2019||Independent Data Science Consultant at hachmeister + partner (hachmeister-partner.com) in Bielefeld (Germany).
Conception and development of a cloud-based sales forecast and dynamic pricing tool for the brick-and-mortar fashion stores of Hagemeyer (hagemeyer.de) and L&T (l-t.de).
Data Warehousing as an OpenShift Kubernetes application in the Amazon EC2/S3 cloud, ETL process from heterogeneous data sources, data modeling, analytical reporting, predictive and prescriptive analytics.
|Oct 2017-Sep 2018||Independent Data Science Consultant in the cross-functional SCRUM team in charge of dynamic pricing at OTTO Group (otto.de) in Hamburg (Germany).
Python/Spark application running on one of the largest Cloudera Hadoop clusters in Europe (70 nodes), ETL process based on Oracle, Hadoop/Hive, Teradata and Exasol using SAP BO and Talend, analytical reporting with Tableau.
|Mar-Sep 2017||Chief Science Officer at the SAP pricing company SPOSEA (sposea.com) in Eindhoven (Netherlands).
Data science lead and development of a dynamic pricing add-on for SAP Hybris.
|2013-Jul 2020||Start-up founder, CEO and Data Science Consultant at Darwin Pricing (darwinpricing.com) in Aarau (Switzerland).
Development and market launch of an innovative dynamic geo-pricing solution based on machine learning, running as an OpenShift Kubernetes application in the Amazon EC2/S3 cloud.
Sales forecasting, automatic pricing optimization and geographic price differentiation for online resellers in Europe and in the USA, in the SAP environment as well as in various online shop systems.
|2013-2017||Full-stack web developer at Cargo Media (cargomedia.ch) in Basel (Switzerland).
Focus on the scalability of an online social network (10 million users) using various database systems like MySQL, MongoDB, Elastic Search and Kafka. Data Warehousing on Magento RJMetrics.
|2008-2013||Team Manager Professional Services, Business Consultant and PHP Developer at Inxmail (inxmail.de) in Freiburg (Germany).
Conception and realization of a development framework for e-mail marketing newsletter templates; Consulting and development of customer projects; Software requirements engineering; Recruiting.
Writing of the Physics textbook „Quantum Ethics – A Spinozist Interpretation of Quantum Field Theory“, published on Amazon (amazon.com/dp/1481811703).
|2007-2008||Software Engineer at PROGILYS (sinalys.com) in Lyon (France).
Development of Calfitec, an innovative software for actuarial calculations in mathematical language for the banking and insurance industries, in C# .Net on an Oracle PL/SQL database.
|2008||Interdisciplinary studies at the elite university École Normale Supérieure in Paris (ens.fr) in Physics, Mathematics, Informatics, Biology, German Studies and Comparative Literature.|
|2007||CAPES de Mathématiques (the French teacher degree for secondary schools in Mathematics).|
|2006||Bachelor degree in Comparative Literature, with a main focus on German studies.|
|2004||Bachelor degree in Physics.|
|2003||Entrance exams (with a main focus on Mathematics, Physics and Informatics) passed at several elite universities and engineer schools in France: École Normale Supérieure de Paris (ens.fr), École Polytechnique (polytechnique.edu), École Normale Supérieure de Lyon (ens-lyon.fr) and École Centrale de Nantes (ec-nantes.fr).|
|2001||Baccalauréat (final secondary-school exams, with a focus on Natural Sciences).|