Febbraio 2015_Laurea Magistrale in MatematicaMarzo 2003_Laurea Magistrale in Ingegneria Informatica

February 2016-present Client NTTData Job-Title Project leader data scientist/big data analyst Project Description Team leader in various data science projects in different fields: geological introspection, sales forecasts, text mining, etc.; data analysis to find correlations between different features of the case studies; research and development of algorithms for data modeling based on clustering and classification models, machine learning and deep learning; research and development of algorithms for the elaboration of unstructured data; research and development of algorithms for text mining for social media. Practices & Tools Programming Languages: Python, R, Scala Database: SQL Server, NoSQL Databases (MongoDB, CouchDB) Operative Systems: Windows Tools: R, Git, Spark Algorithms: classification methods (Bayes, qda/lda, svm, KNN, decision trees, random forests), machine learning (neural networks), deep learning, clustering (hierarchical, k-means), logistic regression, ARIMA models, principal component models; recognition and e elaboration of images; text mining algorithms.

February 2014-February 2016 Client MOXOFF Job-Title Project leader data scientist/big data analyst Project Description Team leader in various data science projects in different fields: biomedical, finance, automotive, etc.; data analysis to find correlations between different features of the case studies; research and development of algorithms for data modeling based on clustering and classification models, machine learning and deep learning; research and development of algorithms for the elaboration of unstructured data; research and development of algorithms for image recognition. Practices & Tools Programming Languages: Python, R, Scala Database: SQL Server, NoSQL Databases (MongoDB, CouchDB) Operative Systems: Ubuntu, Windows Tools: R, Git, Spark Algorithms: classification methods (Bayes, qda/lda, svm, KNN, decision trees, random forests), machine learning (neural networks), deep learning, clustering (hierarchical, k-means), logistic regression, ARIMA models, principal component models; recognition and e elaboration of images.

September 2013-February 2015 Client Politecnico di Milano – MOX Job-Title Mixed and extended finite elements for flow in fractured porous media Project Description Theoretical results on stability and convergence of the discrete, fully coupled problem of Darcy’s flow in a fracture, with sharp conditions on the fracture geometry and on a computational grid for which the inf-sup conditions is satisfied thanks to a suitable XFEM enrichment of the mixed finite element spaces, as confirmed by numerical results. Practices & Tools Programming language: C++ 11 Libraries and formats: Trolinos, Parmetis, Boost, MPI, Git Operative Systems: Ubuntu

March 2013 – February 2014 Client European Commission, Joint Research Centre (CCR) Job-Title Project leader data scientist/big data analyst Project Description Design and development of algorithms and mathematical models to achieve the national indicators used by the European Commission to take decisions on humanitarian aid on assessment of the needs and to identify countries that should be the primary beneficiaries of assistance. Practices & Tools Programming Language: Python, C#, ASP.NET Database: SQL Server 2012 Operative Systems: Windows 7 Algorithms: Algorithms: classification methods (Bayes, qda/lda, svm, KNN, decision trees, random forests), machine learning (neural networks), clustering (hierarchical, k-means), logistic regression, ARIMA models, principal component models.

May 2012 – March 2013 Client Selex Job-Title Data scientist, software designer and developer Project Description Design and development of the algorithm and the real time software for the generation of the weather maps using the radar signal collected scan by scan by PAR, an X-band, ground controlled Precision Approach Radar. Practices & Tools Programming Languages: Python, C++, C# Operative Systems: Windows 7

June 2011 – May 2012 Client European Commission, Joint Research Centre (CCR) Job-Title Applied math software designer and developer Project Description Development of a cyber-physical security experimental platform for the study of complex systems of Modern Critical Infrastructures like power plants, water plants and smart grids; use of Matlab and Simulink for the simulation of the physical systems. Practices & Tools Programming Languages: C++, C# Operative Systems: Fedora, FreeBSD Tools: Matlab, Simulink Testing/experimental studies and analysis of systems and network

May 2010 – June 2011 Client Magneti Marelli Job-Title Real time software designer and developer Project Description Design and development of embedded real time software for a satellite radio navigation with advanced multimedia functionalities. Practices & Tools Programming Languages: C++ , Java Real time operative system: VxWorks Tools: Tornado, Synergy

June 2009 – May 2010 Client Thales Job-Title Real time software designer and developer Project Description For Cairo’s underground and Bergen’s tramway, design and development of real time software for the communications between the Control Centre System, the Dynamic Display System devices located in all the stations, and the Automatic Vehicle Location System located on every vehicle. Practices & Tools Programming Languages: VC++, VC#.Net Libraries: MFC, Com Objects Other technologies: MODBUS, SNMP Protocol, TCP-IP Protocol

January 2007 – June 2009 Client Alstom Job-Title Real time software designer and developer Project Description Design and development of embedded real time software for the communications between the Radio In-fill Unit, a device placed near the railways semaphores, and the ETCS (device for the control of the train’s speed) placed on the high speed trains. Practices & Tools Programming Languages: C++, C# Other technologies: Euroradio Protocol

January 2006 – January 2007 Client Various (Ceas, Harpaceas, Logical, etc.) Job-Title Applied math software designer and developer Project Description Design and development of software for structural engineering in various projects: a finite elements software for Fourier Heat Equation to calculate the fire resistance of building components, a finite elements software for the design of reticular trusses, a software to manage, create, modify, visualize steel beam sections or reinforced concrete beam sections, a finite elements software for Navier Stokes equations, etc. Practices & Tools Programming Languages: VC++, C#, VB.Net

September 2003 – December 2005 Client ScribaNetStudio Job-Title Data analyst, software designer and developer Project Description Design and development of algorithms and software for predictive data analysis based on neural networks. Practices & Tools Programming Languages: Asp.NET, C# Databases: SQL Server, Access Metodologies: machine learning (neural networks)

Languages Skill Understanding Speaking Writing Listening Reading Spoken interaction Spoken production English B2 Upper intermediate B2 Upper intermediate B2 Upper intermediate B2 Upper intermediate B2 Upper intermediate

Competence Activities and Disciplinary Fields (CMAP) Big data analytics: classification methods (Bayes, qda/lda, svm, KNN, decision trees, random forests), machine learning (neural networks), deep learing, clustering (hierarchical, k-means), logistic regression, ARIMA models, principal component models, text mining algorithms, image recognition algorithms, elaboration of unstructured data; Finite elements computation; Software real time. Languages Python, C++, R, Scala, C#, Java, Delphi, Asp, PHP, Visual Basic, JavaScript Practices & Tools R, Matlab, Simulink, Mathematica; Spark; Libraries: LifeV, vtk, STL; Tornado; Synergy, SVN, Git; MODBUS, SNMP, TCP/IP; Office instruments.

Education 2003: Master’s Degree: Computer Science Engineering (Università di Padova) Vote: 101/110 Thesis: Comparing different methods of SPH and MHD in 3 dimensions. 2015: Master’s Degree: Mathematics (Università di Milano) Vote: 110/110 Thesis: Mixed and extended finite elements for flow in fractured porous media
 
PROJECT  
ScribaRetail 
Period  
September 2003 – December 2005 
Client 
ScribaNetStudio 
Job-Title  
Data analyst, software designer and developer 
Project 
Description   
Design and development of algorithms and software for predictive data analysis 
based on neural networks. 
Practices & 
Tools   
Programming Languages: Asp.NET, C# 
Databases: SQL Server, Access  
Metodologies: machine learning (neural networks)