Consulting, Development and Training for AI & Big Data and Numerical Simulation & HPC Projects
Aktualisiert am 13.02.2020
Profil
Freiberufler / Selbstständiger
Verfügbar ab: 14.02.2020
Verfügbar zu: 100%
davon vor Ort: 100%
Big Data Analytics
Cloud Computing
Artificial Intelligence
CUDA
Java
C++
NLP
Scala
MxNet
MPI
Machine Learning
Deep Learning
Python
Apache Spark
TensorFlow
English
Fluently spoken and written
French
Intermediate knowledge
German
Monther tongue
Italian
Intermediate knowledge

Einsatzorte

Einsatzorte

Zürich (+50km)
Schweiz
nicht möglich

Projekte

Projekte

5 Jahre 5 Monate
2018-10 - heute

Advisory Board Member

Advisory Board Member
Advisory Board Member

Advisory Board Member of the Entrepreneurship Group

Healthcare Business Women Association
London, England
6 Jahre 7 Monate
2017-08 - heute

Consulting and Development for AI & Big Data, Numerical Simulation & HPC Projects

CEO & Founder
CEO & Founder
  • Sciform provides highly specialized consulting services in Data & Computational Science, Big Data & High Performance Computing as well as Distributed Ledger Technologies. We particularly focus on responsible and explainable Artificial Intelligence.
  • Sciform's services range from training/educational workshops, design of software development processes, design of algorithms and numerical methods up to the development of highly scalable distributed software solutions.
  • Sciform works with freelancers and tech partners to provide customers with full end-to-end software solutions.

Selection of consulting projects

Consulting & Development in Energy Trading
MultiGPU+OpenMP parallelization of two novel automatic energy trading solutions at AXPO Baden.

Machine Learning, Computational Finance, Optimization, C++, CUDA, OpenMPI, C#

Consulting & Development in Autonomous Flight Control
GPU parallelized computer vision/optimization algorithms for an AI-based autonomous flight control software, Daedalean, Zürich

Machine Learning, Computer Vision, Optimization, C++, CUDA, NViDIA Jetson

Consulting & Development in Public Traffic Data Analytics
Data Analytics and AI prototype for public traffic data for a client of Panter AG, Zürich

Apache Spark, Java, Scikit-learn Python

Sciform GmbH
Zurich, Switzerland
1 Jahr 11 Monate
2015-11 - 2017-09

Lead Data Scientist (Mission Owner)

Lead Data Scientist (Mission Owner)
Lead Data Scientist (Mission Owner)
  • Technical lead for the adaptive context-aware & continuous authentication and risk-detection component ”nevisDetect” in the NEVIS security suite. NEVIS is deployed in many financial institutions and government offices in Switzerland and other countries to prevent sophisticated malware attacks. (Since 2020, the development of NEVIS is continued by the NEVIS Security AG.)
  • The context-aware authentication tool of nevisDetect evaluates client-side and network layer data based on rules.
  • The continuous authentication tool of nevisDetect performs the evaluation of client-side and network layer data based on several advanced anomaly detection algorithms (Apache Spark, TensorFlow).
ADNOVUM AG
Zurich, Switzerland
1 Jahr 4 Monate
2014-07 - 2015-10

Technical Lead and Computational Scientist

Technical Lead and Computational Scientist
Technical Lead and Computational Scientist
  • Technical lead for design and development of LAOSS - a software for large-area semiconductor device simulation used throughout the OLED and solar cell industry.
  • Numerical development of a Finite Element Method for the simulation of large-area OLEDs and solar cells.
  • Design of a parallel architecture for LAOSS and implementation of the numerics core.
FLUXIM AG, ZHAW
Winterthur, Switzerland
7 Jahre 4 Monate
2006-09 - 2013-12

Research Computational Scientist

Research Computational Scientist
Research Computational Scientist
  • Numerical extension of Finite Volume and Finite Element Methods for groundwater flow, contaminant transport and multiphase flow for sustainable water resources management.
  • Design, development and extension of the MPI&GPU-parallelized numerics core for the water resources management software “Fresh- WaterSupply” funded by EU and world-bank projects in collaboration with “4dimensional GmbH” (see below).
  • ”FreshWaterSupply“ is used by many decision makers globally to improve availability and sustainability of drinking water.
INSTITUTE OF ENVIRONMENTAL ENGINEERING (IFU) AT ETH ZURICH
Zurich, Switzerland
7 Jahre 6 Monate
2004-07 - 2011-12

Managing Director & Co-founder

Managing Director & Co-founder
Managing Director & Co-founder

Productization of “FreshWaterSupply” - a decision support software for ecologically and economically sustainable water resources management, which was jointly developed with IfU, ETH Zurich (see above).

Gladly on request
Zurich, Switzerland
3 Jahre 6 Monate
2007-12 - 2011-05

Research Scientist

Research Scientist
Research Scientist
  • Numerical development of novel FSI-related Finite Element Methods for nano/micro-scale material simulations.
  • Implementation in a massively parallel multiphysics HPC-code.

C++, MPI, CUDA

INTERNATIONAL GRADUATE SCHOOL OF CSE, TU MÜNCHEN
Munich, Germany
3 Monate
2007-07 - 2007-09

Research Assistant

Research Assistant
Research Assistant
  • Numerical development of a novel semi-implicit time-integration scheme for CFD aerodynamics simulations.
  • Implementation in the massively parallel DLR tau-code, which is widely used in the European aerospace industry e.g. by Airbus.
GERMAN AEROSPACE CENTER (DLR)
Braunschweig, Germany

Aus- und Weiterbildung

Aus- und Weiterbildung

10/2005-10/2007:

Institution: TU MÜNCHEN - PASSED WITH DISTINCTION AND RANKED FIRST. Munich, Germany 

Degree: M.Sc. (hons) in Computational Science and Engineering (CSE)

10/2000 - 10/2005:

Institution: ETH ZURICH - ?CULMANN? - AWARD FOR MY MASTER'S THESIS AT THE CENTER FOR MECHANICS, ETH, Zurich, Switzerland 

Degree: M.Sc. ETH in Civil Engineering

10/1989- 10/1998:

Institution: GYMNASIUM BEI ST. STEPHAN, Augsburg, Germany 

Degree: Abitur (German Highschool Degree)

Position

Position

Consulting / Project Lead / Solution Architect / Software Engineering in

  • Data Science
  • Machine Learning
  • Artificial Intelligence
  • Big Data
  • Computational Science
  • High Performance Computing

Kompetenzen

Kompetenzen

Top-Skills

Big Data Analytics Cloud Computing Artificial Intelligence CUDA Java C++ NLP Scala MxNet MPI Machine Learning Deep Learning Python Apache Spark TensorFlow

Produkte / Standards / Erfahrungen / Methoden

Machine Learning & Big Data:

TensorFlow, Keras, NVIDIA Rapids, Apache MXNet & Spark Ecosystem, H2O, Theano, PyTorch, Scikit-Learn, Pandas, Scipy and Numpy

Software:

Mathematica, Matlab, most IDEs, Git, SVN, CMake, LateX

Programmiersprachen

C#
C/C++
Cuda, MPI, STL, Boost, Qt, OpenGL
Java
Python
Scala

Branchen

Branchen

Engineering, Aerospace, Energy, Finance, Cryptocurrency, Phyiscs, Healthcare

Industry and Academia

Einsatzorte

Einsatzorte

Zürich (+50km)
Schweiz
nicht möglich

Projekte

Projekte

5 Jahre 5 Monate
2018-10 - heute

Advisory Board Member

Advisory Board Member
Advisory Board Member

Advisory Board Member of the Entrepreneurship Group

Healthcare Business Women Association
London, England
6 Jahre 7 Monate
2017-08 - heute

Consulting and Development for AI & Big Data, Numerical Simulation & HPC Projects

CEO & Founder
CEO & Founder
  • Sciform provides highly specialized consulting services in Data & Computational Science, Big Data & High Performance Computing as well as Distributed Ledger Technologies. We particularly focus on responsible and explainable Artificial Intelligence.
  • Sciform's services range from training/educational workshops, design of software development processes, design of algorithms and numerical methods up to the development of highly scalable distributed software solutions.
  • Sciform works with freelancers and tech partners to provide customers with full end-to-end software solutions.

Selection of consulting projects

Consulting & Development in Energy Trading
MultiGPU+OpenMP parallelization of two novel automatic energy trading solutions at AXPO Baden.

Machine Learning, Computational Finance, Optimization, C++, CUDA, OpenMPI, C#

Consulting & Development in Autonomous Flight Control
GPU parallelized computer vision/optimization algorithms for an AI-based autonomous flight control software, Daedalean, Zürich

Machine Learning, Computer Vision, Optimization, C++, CUDA, NViDIA Jetson

Consulting & Development in Public Traffic Data Analytics
Data Analytics and AI prototype for public traffic data for a client of Panter AG, Zürich

Apache Spark, Java, Scikit-learn Python

Sciform GmbH
Zurich, Switzerland
1 Jahr 11 Monate
2015-11 - 2017-09

Lead Data Scientist (Mission Owner)

Lead Data Scientist (Mission Owner)
Lead Data Scientist (Mission Owner)
  • Technical lead for the adaptive context-aware & continuous authentication and risk-detection component ”nevisDetect” in the NEVIS security suite. NEVIS is deployed in many financial institutions and government offices in Switzerland and other countries to prevent sophisticated malware attacks. (Since 2020, the development of NEVIS is continued by the NEVIS Security AG.)
  • The context-aware authentication tool of nevisDetect evaluates client-side and network layer data based on rules.
  • The continuous authentication tool of nevisDetect performs the evaluation of client-side and network layer data based on several advanced anomaly detection algorithms (Apache Spark, TensorFlow).
ADNOVUM AG
Zurich, Switzerland
1 Jahr 4 Monate
2014-07 - 2015-10

Technical Lead and Computational Scientist

Technical Lead and Computational Scientist
Technical Lead and Computational Scientist
  • Technical lead for design and development of LAOSS - a software for large-area semiconductor device simulation used throughout the OLED and solar cell industry.
  • Numerical development of a Finite Element Method for the simulation of large-area OLEDs and solar cells.
  • Design of a parallel architecture for LAOSS and implementation of the numerics core.
FLUXIM AG, ZHAW
Winterthur, Switzerland
7 Jahre 4 Monate
2006-09 - 2013-12

Research Computational Scientist

Research Computational Scientist
Research Computational Scientist
  • Numerical extension of Finite Volume and Finite Element Methods for groundwater flow, contaminant transport and multiphase flow for sustainable water resources management.
  • Design, development and extension of the MPI&GPU-parallelized numerics core for the water resources management software “Fresh- WaterSupply” funded by EU and world-bank projects in collaboration with “4dimensional GmbH” (see below).
  • ”FreshWaterSupply“ is used by many decision makers globally to improve availability and sustainability of drinking water.
INSTITUTE OF ENVIRONMENTAL ENGINEERING (IFU) AT ETH ZURICH
Zurich, Switzerland
7 Jahre 6 Monate
2004-07 - 2011-12

Managing Director & Co-founder

Managing Director & Co-founder
Managing Director & Co-founder

Productization of “FreshWaterSupply” - a decision support software for ecologically and economically sustainable water resources management, which was jointly developed with IfU, ETH Zurich (see above).

Gladly on request
Zurich, Switzerland
3 Jahre 6 Monate
2007-12 - 2011-05

Research Scientist

Research Scientist
Research Scientist
  • Numerical development of novel FSI-related Finite Element Methods for nano/micro-scale material simulations.
  • Implementation in a massively parallel multiphysics HPC-code.

C++, MPI, CUDA

INTERNATIONAL GRADUATE SCHOOL OF CSE, TU MÜNCHEN
Munich, Germany
3 Monate
2007-07 - 2007-09

Research Assistant

Research Assistant
Research Assistant
  • Numerical development of a novel semi-implicit time-integration scheme for CFD aerodynamics simulations.
  • Implementation in the massively parallel DLR tau-code, which is widely used in the European aerospace industry e.g. by Airbus.
GERMAN AEROSPACE CENTER (DLR)
Braunschweig, Germany

Aus- und Weiterbildung

Aus- und Weiterbildung

10/2005-10/2007:

Institution: TU MÜNCHEN - PASSED WITH DISTINCTION AND RANKED FIRST. Munich, Germany 

Degree: M.Sc. (hons) in Computational Science and Engineering (CSE)

10/2000 - 10/2005:

Institution: ETH ZURICH - ?CULMANN? - AWARD FOR MY MASTER'S THESIS AT THE CENTER FOR MECHANICS, ETH, Zurich, Switzerland 

Degree: M.Sc. ETH in Civil Engineering

10/1989- 10/1998:

Institution: GYMNASIUM BEI ST. STEPHAN, Augsburg, Germany 

Degree: Abitur (German Highschool Degree)

Position

Position

Consulting / Project Lead / Solution Architect / Software Engineering in

  • Data Science
  • Machine Learning
  • Artificial Intelligence
  • Big Data
  • Computational Science
  • High Performance Computing

Kompetenzen

Kompetenzen

Top-Skills

Big Data Analytics Cloud Computing Artificial Intelligence CUDA Java C++ NLP Scala MxNet MPI Machine Learning Deep Learning Python Apache Spark TensorFlow

Produkte / Standards / Erfahrungen / Methoden

Machine Learning & Big Data:

TensorFlow, Keras, NVIDIA Rapids, Apache MXNet & Spark Ecosystem, H2O, Theano, PyTorch, Scikit-Learn, Pandas, Scipy and Numpy

Software:

Mathematica, Matlab, most IDEs, Git, SVN, CMake, LateX

Programmiersprachen

C#
C/C++
Cuda, MPI, STL, Boost, Qt, OpenGL
Java
Python
Scala

Branchen

Branchen

Engineering, Aerospace, Energy, Finance, Cryptocurrency, Phyiscs, Healthcare

Industry and Academia

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