- Conducting experiments to gather data - Determining position of a person inside a room; indoor localisation techniques, optimisation techniques - Creating new features out of the gathered data - Researching scientific papers and implementing different algorithms - Executing different machine learning algorithms and evaluating them - Data analysis and visualisation, providing clients with the detailed answers on what they need to do in order to improve events - All work done in Python 3.6, Pandas, NumPy, scikit-learn, Plotly, Jupyter Notebook etc.
- Python, Pandas, scikit-learn, sklearn, NumPy - The first and the only data scientist in the company - built the data science infrastructure from scratch - Machine learning algorithms; Decision Trees, Support Vector Machine, Naive Bayes, Regression, Clustering, PCA and others - Understanding the data better by talking to the team, writing documentation, always looking for better ways to optimize code
INETEC - Institute for Nuclear TechnologyAugust 2008 - May 2011
- Design, develop, and implement signal processing and pattern recognition algorithms to detect tube flaws of nuclear power plant steam generators (MatLab, C#.NET). - Design, develop, and implement robot path planning algorithms for nuclear power plant steam generators inspection (MatLab, C#.NET). - FEM (Finite Element Method) simulations of different piezoelectric materials and their behavior in ultrasonic transducers.
jQuery, .NET, AJAX
Unix, Ubuntu, Git, Heroku, Mac OS X
NumPy, Machine Learning, Pandas, Amazon Web Services (AWS), Matplotlib
Croatian, Python Programming, Finite Element Analysis, English, Experimental Research, Data Scientist, Microsoft C-SHARP, Data Collection, Statistical Data Analysis, Cascading Style Sheets
Data Science, Bitbucket, Data analysis, Spanish, Project Management, GitHub
My education and trainings
Master's degree Field Of Study Applied Mathematics and Theoretical Physics - Technological University Dublin2014 - 2016
Masters Degree, Mathematics - University of Zagreb2002 - 2009
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Pentalog is a digital services platform dedicated to helping companies access world-class software engineering and product talent. With a global workforce spanning more than 16 locations, our staffing solutions and digital services power client success.