Blog Posts

1 min read TRACKTICS, Data Engineering

1 min read Machine Learning, Gaming

Selected Projects

Animating data with Unity

Data analysis pipeline

Global seismic anisotropy

Sprint age dependency

Twitter sentiment analysis

Waveform Tomography

Skills

Software Engineering

Data analysis pipelines · HPC and cloud computing · Containers and micro-service architectures · CI/CD pipelines · REST APIs · Test automation

Scientific Computing

Information fusion · Optimization problems · Tomographic imaging · Graphical models · Machine learning · Data exploration · Visualization

Other Skills

Project management · Supervision of trainees and Master students · Lectures and presentations at international conferences

Experience

 
 
 
 
 
March 2016 – Present
Switzerland

Lead Data Engineer

TRACKTICS GmbH

Main responsibilities:

  • Lead data engineer for TRACKTICS football data analysis stack
  • Data exploration, visualization and pre-feature development
  • TRACKTICS core GNSS/IMU sensor fusion pipeline on AWS
  • Tech-lead for Real Madrid account customizations
  • QA and test automation for TRACKTICS Web App
  • Contributor to TRACKTICS REST API
  • Supervision of students and interns
 
 
 
 
 
November 2011 – March 2016
Switzerland

Research Assistant (PhD)

ETH Zurich - DERDW

PhD in Computational Seismology with specialization in global waveform tomography and simulation of seismic wave propagation (Thesis | Talk).

Open source projects:

  • Main developer of PETScinv, a solver for tomographic inverse problems based on the PETSc library

  • Development of SAVANI, a whole-mantle tomography model of anisotropic shear velocity variations

  • Contributor to MCKernel, a toolbox to compute finite-frequency sensitivity kernels for tomography

 
 
 
 
 
February 2011 – August 2011
Switzerland

Research Assistant (MSc)

ETH Zurich - DERDW

MSc thesis with a focus on exploration-scale seismic full waveform tomography. Evaluation of using complex frequency in a 2.5-D FEM solver for seismic wave propagation. Assessment of the validity of common 3D-to-2D data transformation filters (Thesis | Talk).

Selected Publications

PDF DOI

PDF DOI

PDF DOI

PDF DOI

DOI

Contact

  • Zürich, Switzerland