Oliver Michelangelli

Construction of machine learning and analytical models for soccer teams: o Construction of indicators in order to measure the ranking and performance of the teams; o Based on the indicators, build statistical models in order to predict the result of a determined game; o Trained/ validated /tested machine learning algorithms: random forest, SVM, neural network. Technologies used: scikit learn, SQL, Python, tensorflow, jupyter, matplotlib.

* Completed elaborate data science projects for customers * Projects included: o Clustering analysis and profile segmentation for market study in export/import o Parser and analysis of pdf and doc files for storage process (> 500 documents) o Tested/validated machine learning algorithms for forex series time * Technologies used: python, scikit learn, mahout, SQL server, R, pandas, Excel, openCV

Software development of a risk manager: o Requirements o User cases, and quality assurance * Software development of a backtesting software for forex markets o Integration of machine learning algorithms: random forest, arima and neural network o Integration of the machine learning model in the API brokers: Oanda, IG markets * A/B testing in our website: intelligencetrading.com * Technologies used : C++, python, scikit learn, hadoop, SQL server, R, pandas, openCV, A/B test

* Design and development of a camera for virtual reality, * Design and development of [meme]Framework project: o Integration of machine learning algorithms for Brain Computer Interface applications: music * Technologies keywords: Brain Computer Interface, C, python, scikit learn, Virtual reality, Unity MEME Framework https://en.wikipedia.org/wiki/MEME_Framework

* Management and advising of a Post-doc student and a PhD student. * Design and software developer for : o Predict flow and structural behavior of nanocomposites o Predict particles flow during extrusion process o Integration of analysis software in Python * More than seven articles in different journals with high impact factor. * More than five conferences explaining the results of my software * An approved project in a top-level contest organized by FCT Portugal, the project has a budget of 50k€.