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  • I am a computer vision and machine learning enthusiast who is passionate about cutting edge technology and solving real-world problems
ICT Consultant
July 2015 - Current position
  • Consultant in computer vision, machine learning and data science:
  • Develop an image-based counterfeit application system for recognizing a product through its pattern
  • Develop accurate methods for features tracking and motion modeling in non-invasive and automated treatment of heart arrhythmia
  • Develop Deep Learning and Support Vector Machines-based algorithms for automatic classification and prediction of grains qualities using NIR and 3D image data
  • Analyse medical data and outcome modelling for predicting human fertility
  • Analyse satellite imagery for tracking and predicting deforestation using Google Earth Engine
Senior Researcher
September 2010 - June 2015
Medical Image Analysis Center, Department of Biomedical Engineering, University of Basel • Basel • Switzerland
  • Conducted several research projects: segmentation of cranial nerves, image registration for 2D,3D and 4D data, muscles segmentation, 2D to 3D data matching, segmentation of spinal cords, organ motions modelling.
Research Fellow
January 2006 - August 2010
Applied Mathematics Group, Malmoe University • Malmoe • Sweden
  • Conducted research on developing novel computer vision and machine learning methods for tracking and segmentation with applications to video and 3D-reconstruction.
ICT Consultant and Researcher
August 2002 - December 2005
BINUS Applied Technology Laboratory • Jakarta • Indonesia
  • ICT consultant for several NGOs and companies: analysing data for business and humanitarian, architected and maintained databases (mainly mySQL and Microsoft SQL), designed and developed websites, developed software for data analysis, developed expert system for university graduation, developed user oriented modules for application of parallel algorithms in nano and micro scale computing.
Lecturer and Researcher
September 1999 - July 2002
Bina Nusantara University • Jakarta • Indonesia
  • Supervised several undergraduate student theses, conducted research projects on face recognition and optical character recognition using neural network, taught undergraduate courses: Linear Algebra, Discrete Mathematics, Calculus, Logic and Set Theory, Programming and Algorithm, Advance Calculus, Artificial Intelligence, and Matrix and Linear Transformation.
Software Developer and System Analyst
August 1995 - August 1999
Cyber@ccess, Bina Nusantara University • Jakarta • Indonesia
  • Developed web and desktop applications: e-commerce, e-learning, administration system, queuing system, payroll system, and information system.
PhD in Computer Science
January 2007 - May 2010
University of Copenhagen • Copenhagen • Denmark
  • Thesis title: "Variational Segmentation Problems using Prior Knowledge in Imaging and Vision"
  • Funded by EU Marie Curie FP6 Project VISIONTRAIN
M.Phil in Informatics
September 2002 - September 2004
University of Bergen • Bergen • Norway
  • Thesis title: "High-order Split-step Spectral Methods for Solving the Time-dependent Schroedinger Equation"
  • Funded by the Norwegian Government Scholarship Program
B.Sc in Computer Science
September 1995 - April 1999
Bina Nusantara University • Jakarta • Indonesia
  • Thesis title: "The Application of Principal
    Component Analysis and Neural Network to face recognition systems"
  • Funded by Bina Nusantara Scholarship Program
B.Sc in Mathematics
August 1994 - October 1999
Open Learning University • Jakarta • Indonesia
  • Programming: Python, C/C++, Matlab, R, C#, Visual Basic
  • Database: Microsoft Access, MS-SQL, MySQL, NoSQL
  • Operating System: Windows, UNIX, Linux
  • Others: OpenCV, TensorFlow, Keras, PyTorch, VTK, ITK, OpenMP, Hadoop, Apache Spark, PySpark, MapReduce, Tableau, PowerBI, Git, Docker, GPU, ArcGIS, QGIS, Google Earth Engine, FreeSurfer, NITRC, PHP, LaTeX, Microsoft Office, Web Development.
  • Indonesian and Balinese: Mother tongues
  • English: Advanced
  • Norwegian and Swedish: Intermediate
  • French and German: Basic