Experience

VTU Group

• Austria
• Design Services
• 400 - 500 Employee

• Senior Data Scientist

  • Nov 2018 - Present

  VTU Engineering bietet weltweit in höchster Qualität Engineering-Leistungen in allen Phasen der Planung und Realisierung von Produktionsanlagen in Industrien aus Chemie, Pharmazie, Biotechnologie, Medizintechnik, Food, Coating und Metallurgie. Mit bewährten Mitteln von Big Data Analytics und Automationstechnologien analysieren und optimieren wir Ihre technischen Prozesse und Assets • I4.0 Konzepte speziell für Big Data Analytics Lösungen • Requirements Engineering • Prozessdatenanalyse, Parametersimulationen, Zielgrössenvorhersagen • Automatisierte Predictive Analytics Lösungen in Echtzeit • Projektmanagement Weniger anzeigen Show less



Switzerland Innovation Park Biel/Bienne Ltd.

• Lead Data Scientist

  • Dec 2017 - Present

  Mit Daten eine Smarte Fabrik noch intelligenter gestalten Mit Daten eine Smarte Fabrik noch intelligenter gestalten



ACS AG

• Bern und Umgebung, Schweiz

• Senior Data Scientist

  • Dec 2017 - Nov 2018

  - Optimieren der Industrieproduktion bezüglich Qualität, Menge und Kosten - Analysieren und nutzen der durch Industrie 4.0 gewonnenen Daten - Wartungsoptimierung mittels Predictive Maintenance - Leitung und Durchführung von Big Data und Industrie 4.0 Projekten - Akquise und Betretung von Kunden - Optimieren der Industrieproduktion bezüglich Qualität, Menge und Kosten - Analysieren und nutzen der durch Industrie 4.0 gewonnenen Daten - Wartungsoptimierung mittels Predictive Maintenance - Leitung und Durchführung von Big Data und Industrie 4.0 Projekten - Akquise und Betretung von Kunden



LeanBI

• Switzerland
• IT Services and IT Consulting
• 1 - 100 Employee

• Senior Data Scientist

  • Aug 2015 - Nov 2017

  - Apply and customize machine learning algorithms for clustering, classification, and regression on large and noisy data sets - Cleaning, visualization and modeling of large datasets - Project management (mainly Big Data and Industry 4.0 projects) - Acquisition and support of new customers - Implementations in Dataiku using Python, Pyspark, SparkR and SQL - Apply and customize machine learning algorithms for clustering, classification, and regression on large and noisy data sets - Cleaning, visualization and modeling of large datasets - Project management (mainly Big Data and Industry 4.0 projects) - Acquisition and support of new customers - Implementations in Dataiku using Python, Pyspark, SparkR and SQL



Simulto

• Zürich und Umgebung, Schweiz

• Founder of Simulto

  • Sep 2014 - Aug 2015

  Simulto is a young start-up, based in Switzerland, with innovative solutions in mathematics, algorithms and software. In particular, we speed up your Monte Carlo simulation by a factor of 10. Simulto is a young start-up, based in Switzerland, with innovative solutions in mathematics, algorithms and software. In particular, we speed up your Monte Carlo simulation by a factor of 10.



ETH Zürich

• Switzerland
• Higher Education
• 700 & Above Employee

• PhD

  • 2010 - Dec 2014

  - Derive, mathematically analyze and implement strategies to improve the failure resilience of Multi-Level Monte Carlo methods in Supercomputers - Bring Multilevel Monte Carlo methods to new areas for uncertainty quantification - Implement several statistical estimators in various programming languages - Coach master and bachelor theses - Derive, mathematically analyze and implement strategies to improve the failure resilience of Multi-Level Monte Carlo methods in Supercomputers - Bring Multilevel Monte Carlo methods to new areas for uncertainty quantification - Implement several statistical estimators in various programming languages - Coach master and bachelor theses



sonic emotion

• Switzerland
• Computers and Electronics Manufacturing
• 1 - 100 Employee

• R&D engineer

  • Jan 2008 - Dec 2008

  - Implementation of 3D audio techniques - Implementation of a head tracker - Implementation of 3D audio techniques - Implementation of a head tracker



Anocsys AG

• R&D engineer

  • Feb 2006 - Dec 2007

  - Develop and improve a self learning active noise canceling system - Literature review and development of improved algorithms - Implementation and testing of algorithms - DSP programming, based on a RTOS (DSP-BIOS) - Realizing and testing of prototypes - Develop and improve a self learning active noise canceling system - Literature review and development of improved algorithms - Implementation and testing of algorithms - DSP programming, based on a RTOS (DSP-BIOS) - Realizing and testing of prototypes