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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
Experience
ICT Consultant
July 2015 - Current position
Independent
  • 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.