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Summary

17 years Software architect and Technical product manager focusing on Iot, Big Data, Cloud and Near Real Time Architecture. 5 years Data scientist working on hybrid data model, statistical model and human model.

Work experience

Baker Hughes a GE Company

May 2017Current

Technical Product Manager

Developing IOT digital product in the field of Oil & Gas 

My main responsability is to build BHGE Digital product. Activities:

  • Product's feature definition and validation
  • IT Architecture definition
  • Biga Data Analytics definition and proposal
  • Support the devlopment of Value Proposition
  • UX Design validation and user's story  proposal
  • Project Management, Agile, Lean

I 'm currently work in 2 projects  and 1 product in the field of Oil & Gas (LNG) as Technical Product Manager.

General Electric Oil & Gas

Dec 2014May 2017

Engineer Technical Leader

Developing big data project and IOT infrastructure 

During this period I have developed 5 products in field of data acquisition and data processing; my major responsability was developing architecture able to consume big amount of data (time series signals).

 Activities:

  • IT Architecture definition
  • Big Data Analytics development
  • Big Data Platform development 
  • Team coordination (SCRUM Master)

KPI:

  • Data acquisition 1 GB/hour from edge device
  • 27.000 events processed every minute
  • 640 servers infrastructre
  • reliability 24x7

I worked in 5 International projects in the field of Oil & Gas as Team and Technical Leader and Senior Architect.

Engineering Ingegneria Informatica SpA

Sep 2012Dec 2014

Team Leader

Development of Automotive System

Analysis of Automotive system and Machine Tracking on Automotive projects. 

 My main rsponsabilities :

  • Near Realtime System development,
  • Componet Analysis,
  • Development and Junior Developers Coordination,
  • Test group assessment,
  • Deploy Support
  • Tolling component functional analysis, SOA Integration (SAP-FI)

I worked in Internetional projects in the field of Automotive as Team Leader and Senior Architect.

Etruria Innovazione SCpA

Jan 2007Sep 2012

Chief Technology Officer

Director of MIUR Human Computer Interaction Laboratory

I coordinated major projects (over 1,700,000 € budget) in the field of Database and Business Intelligence for bank and public institution.  I was involved in eProcurement in public administration.  I learned to work with a focus in critical interdisciplinary computer-related legal aspects and logistics information that a government must observe. I promoted a continued focus on new emerging technologies such as WiMax, GPS, DTT, GPRS, Reliable Distributed Systems in Infomobility and Health. I promoted the process of ISO: 9001 company and the accreditation of the laboratory to the MIUR of development that I direct.

  • Design and development of solutions in the field of ICT.
  • Preliminary design, feasibility and execution.
  • Management of the Technical Group (8 units + 1)
  • Definition of the software development life cycle (SDLC) using Agile methodology.

I worked in 14 European projects in the field of Business process, innovation and Knowledge management. I coordinated 2 european projects.

I worked in more than 30 Regional/national projects in the field of R&D.

ION Trading srl

Jan 2006Dec 2006

Senior Developer and Project Manager

Research and Development of Finacial Products 

During this period I was part of the middleware research and development of key technologies of the platform ION Trading, with emphasis on the development of ION Java API and C / C + +. My business is mainly concentrated in the introduction of new technologies to increase performance and reduce latency data transmission and communication between processes. Then, I was involved in the development of solutions for managing security and access rights to the data by introducing new encryption technologies, policy management and licensing management.

Etruria Innovazione SCpA

20042006

Chief Technology Officer

Research and Development of Multimedia and Knowledge Systems

I promoted new IT  technolgy and product.

Main activities:

  • Design and development of solutions in the field of ICT.
  • Preliminary design, feasibility and execution.
  • Management of the Technical Group (5 units + 1)
  • Definition of the software development life cycle (SDLC) using Agile methodology.

I was involved in 7 Regional/national projects in the field of PA.

Metaresearch srl

Jan 2001Dec 2004

President

Research and Development new products

I worked on the development and design of the solution and / or products in the field of Content and Knowledge Management with attention on all aspects of natural language analysis. I collaborated with the University of Siena for the development of intelligent systems based on genetic algorithms and text mining, and with the CNR of Pisa Department of Computational Linguistics.

University of Siena

19992005

Consultant Engineer

Research and Development of Multimedia and Knowledge Systems

Development of navigation software for multimedia, high-resolution images of large (> 3GB).

Development of Electrophoretic Software analysis

Skills

Product Managment

Value Proposition, Market Validation, Technical Product Management, UX Definition

Agile Develoment

SCRUM, Lean Development, XP, Kanban

Cloud Infrastructure Engineer

Cloud Foundry, AWS, Predix Cloud, Microsoft Azure

Software Architect

Spring, Quartz, OSGI, Karaf, AngularJS, JEE, JPA, JNA, Oracle Weblogic, WebSphere, JBOSS, Tomcat, Oracle DB, Oracle Warehouse Builder, Oracle Spatial, Oracle PL/SQL, RichFaces4, EJB, SOAP, JMS, JAAS, UML 2.0, .NET, WPF, WCF, ASP.NET, SQl Server, Visual C++, Scala, Javascript, Android, Maven, Gradle, MVC,  Apache, Ngnix, ETL, Talend, Play, Bower, NodeJS, Grunt, PostgreSQL

Software Developer

Java, C/C++, Javascript, C#, Scala, Python, Matlab, Bash, Perl, Secure Development, TDD, Unit Test, Functional Test, Integration Test, Agile development, Pair Programming, Design Pattern, SOA, Jenkins, JIRA, Confluence, GIT, SVN

Big Data Engineer

CassandraSpark, HBase, Hadoop, Sqoop, Microservices, RabbitMQ, Redis,  Docker, Mesos, GE Historian, ElasticSearch, OpenTSDB, KairosDB, Solr, HiveQL

Data Scientist

Statistic, Bayesian Model, Monte Carlo Model, NLP, Neural Network, Regression Analysis, Matlab, Python, SPSS, R

Languages
  • English : fluent
  • French : scholar
  • Italian : mother tongue

Awards

  1. Customers determine our success - Sep 2016 by GE Oil & Gas
  2. Predix Builder Influencer - Jul 2016  by GE Digital
  3. Empower and inspire each other  - Jan 2016  by GE Corporate
  4. Learn and adapt to win - Nov 2015  by GE Oil &Gas
  5. European Network - Feb 2010  by European Community
  6. Dire & Fare - Feb 2008  by Regione Toscana

Social

Education

Università degli Studi di Siena

20082012

Neuriscience Doctorate - PhD

Bioinformatic and Neuroscience

Thesis : Feature-based information processing of selective attention

Università degli Studi di Siena

19921999

Engineer Master's Degree - MSc

Telecomunication Engineer

Thesis: Image Processing

Certifications

Oracle University

2012Present

Oracle certified 1Z0-803 – OC1280222

Java Developer Certified

Six Sigma

2017Present

Green Belt Certified

Lean Project Management and Quality Certification

General Electric

20172019

Predix Developer Certified

Predix Cloud certification, Cloud Foundry, Microservices, Spring Boot

Publications

  1. Lorenzo Anardu, Roberto Baldi, Umberto Antonio Cicero, Riccardo Giomi, Giacomo Veneri, Maven Build Customization, Packt, 2014, Book Chapter
  2. Veneri G, Pretegiani E, Fargnoli F, Rosini F, Vinciguerra C, Federighi P, Federico A, Rufa A. Spatial ranking strategy and enhanced peripheral vision discrimination optimize performance and efficiency of visual sequential search. Eur J Neurosci. 2014 Jun 4. doi: 10.1111/ejn.12639.
  3. Giacomo Veneri, Antonio Federico, Alessandra Rufa , Evaluating the influence of motor control on selective attention through a stochastic model: the paradigm of motor control dysfunction in cerebellar patient, 2013, Biomed Res Int. 2014;2014:162423.
  4. Giacomo Veneri, Francesca Rosini, Alessandra Rufa , Vision and Cerebellum: Evaluating the Influence of Motor Control on Cognitive Execution through Multiscale Wavelet Entropy International Journal of Brain and Cognitive Sciences 1 (2), 6-10 , 2012
  5. Giacomo Veneri, Francesca Rosini, Pamela Federighi, Antonio Federico, Alessandra Rufa , Evaluating gaze control on a multi-target sequencing task: the distribution of fixations is evidence of exploration optimization, 2011, Computers in Biology and Medicine, vol42/2 pp.235-244 2012
  6. VENERI, P. PIU, F. ROSINI, P. FEDERIGHI, A. FEDERICO, A. RUFA - 'Automatic Eye Fixations Identification based on Analysis of Variance and Covariance ' 2011  PATTERN RECOGNITION LETTERS; vol32/13 pp.1588-1593 2011
  7. VENERI, E. PRETEGIANI, F. ROSINI, P. FEDERIGHI, A. FEDERICO, A. RUFA - 'Evaluating the human ongoing visual search performance by eye tracking application and sequencing tests ' (journal, 2011)  COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE; (accepted on 2011)
  8. VENERI, P. FEDERIGHI, F. ROSINI, A. FEDERICO, A. RUFA - 'Spike removal through multiscale wavelet and entropy analysis of ocular motor noise: a case study in patients with cerebellar disease ' (journal, 2011)  JOURNAL OF NEUROSCIENCE METHODS, Vol.26, 1555 - 1563
  9. VENERI, E. PRETEGIANI, P. FEDERIGHI, F. ROSINI, A. FEDERICO, A. RUFA - 'Evaluating Human Visual Search Performance by Monte Carlo methods and Heuristic model ' (In Proceeding, 2010) , IEEE International Conference  on Information Technology and Applications in Biomedicine, Corfu (Grecia) dal 3/11/2010 al 6/11/2010
  10. VENERI, P. PIU, P. FEDERIGHI, F. ROSINI, A. FEDERICO, A. RUFA - 'Eye Fixations Identification based on Statistical Analysis - Case study ' (2010)  The 2nd International Workshop on Cognitive Information Processing , Vol.1, 446 - 451
  11. VENERI, P. FEDERIGHI, F. ROSINI, A. FEDERICO, A. RUFA - 'Influences of Data Filtering on Human-Computer Interaction by Gaze-Contingent Display and Eye Tracking Applications ' (2010)  Computers in Human Behavior , Vol.26, 1555 - 1563
  12. FEDERIGHI, F. ROSINI, G. VENERI, E. PRETEGIANI, M. T. DOTTI, A. FEDERICO, A. RUFA - 'Prosaccade and antisaccade performances in Spinocerebellar Ataxia Type 2 and other genetic ataxias ' (journal, 2010)  NEUROLOGY, Vol.74, A387 - A387
  13. RUFA, G. VENERI, E. PRETEGIANI, F. ROSINI, N. R. POLIZZOTTO, P. FEDERIGHI, A. FEDERICO - 'Abnormal visual-spatial exploration and sequencing abilities in patients with hereditary ataxias ' (2009)  2009 Neuroscience Meeting Planner. Chicago, IL: Society for Neuroscience. Online , Vol. 2009, 47.9 - 47.9
  14. VENERI, A. RUFA, G. DE MURTAS, P. FEDERIGHI, M. TAGLIAFERRI, J. SEMMOLONI, C. CIANCHI, G. ROSSI, M. PACINI, M. MANCUSO - 'ERACLE project : using IT technologies and tele-rehabilitation on home assistance for cognitive rehabilitation '  (2009)  EUROPEAN JOURNAL OF NEUROLOGY, Vol.16, 318 - 318
  15. RUFA, P. FEDERIGHI, G. VENERI, F. ROSINI, E. PRETEGIANI, A. FEDERICO - 'Effect of memantine on saccadic intrusion in a case of Hereditary Spinocerebellar Ataxia ' 2009  EUROPEAN JOURNAL OF NEUROLOGY, Vol.16, 595 - 595
  16. VENERI, P. FEDERIGHI, E. PRETEGIANI, F. ROSINI, A. FEDERICO, A. RUFA - 'Eye Tracking - Stimulus Integrated Semi Automatic Case Base System ' ( 2009)  Proceeding of The 13th World Multi-Conference on Systemics, Cybernetics and Informatics , Vol.2, 45 - 46
  17. RUFA, P. FEDERIGHI, E. PRETEGIANI, N. R. POLIZZOTTO, G. VENERI, G. CEVENINI, A. FEDERICO - 'Saccade Abnormalities and Sequencing Ability in Patients with Spinocerebellar Ataxia Type 2 Compared with Other Hereditary Spinocerebellar Ataxias ' (2009)  NEUROLOGY, Vol.72 , A185 - A186
  18. VENERI, P. FEDERIGHI, F. ROSINI, E. PRETEGIANI, A. FEDERICO, A. RUFA - 'The role of latest fixation on ongoing visual search a model to evaluate the selection mechanism 2009 , 3rd Rovereto Attention Workshop: Attention and Awareness, Rovereto (Italy) dal 29/10/2009 al 31/10/2009
  19. PRETEGIANI, G. VENERI, P. FEDERIGHI, N. R. POLIZZOTTO, G. CEVENINI, F. ROSINI, M. T. DOTTI, A. FEDERICO, A. RUFA - 'Using a simplified trail making test B to assess visuo-spatial and sequencing abilities in hereditary spinocerebellar ataxias (SCA) '  (2009)  MOVEMENT DISORDERS, Vol.24, S18 - S19
  20. VENERI, N. R. POLIZZOTTO, P. FEDERIGHI, A. FEDERICO, A. RUFA - 'Using Simplified Trial Making Test B to evaluate ongoing learning capabilities on visual search '  2008, 2nd Rovereto Attention Workshop: Attention and Motor Control, Rovereto (Italy) dal 23/10/2008 al 25/10/2008

National Publications

  1. Giacomo Veneri, Le nuove specifiche JSP 2.0, Computer programming, July 2004.
  2. Giacomo Veneri e Francesco Bini, Errori in Java, DEV Speciale Errori, February2005.
  3. Giacomo Veneri e Valeria Abbate, Aspetti legali della realizzaione di sistemi di e-Commerce e e-Procurement, DEV Speciale B2B, March 2005.
  4. Giacomo Veneri, Best practice per la creazione di un sistema di e-Commerce o eProcurement, DEV Speciale B2B, March 2005.
  5. Giacomo Veneri, Speciale DBXML: prodotto XML nativi e non, Computer Programming, May 2005.
  6. Giacomo Veneri e Francesco Bini, Errori nella Programmazione Multhreading e Database, DEV Speciale Errori,Sept 2005.
  7. Giacomo Veneri, Speciale DTT: Lo standard DVB-T e gli scenari futuri, Computer Programming, Sept 2005.
  8. Giacomo Veneri, Speciale Mobile: NEMO/W un progetto di infomobilità per la gestione delle merci, Computer Programming, Sept2005.
  9. Bud Bruegger, Giacomo Veneri Speciale Smart Card: La carta elletronica del cittadino e dei servizi, Computer Programming, jan 2006.

Patents

  • FS/VC.-PCT27844 – “Dispositivo di analisi del sistema nervoso centrale attraverso l’applicazione di stimoli di diversa natura combinati tra loro e lo studio delle corrispondenti reazioni" (Domanda di Brevetto Internazionale PCT/IT2010/000300)

Charts

Number of project  or Number prublications+award / technology

Research Activities

  1. Referee for IEEE / ACM Transactions on Computational Biology and Bioinformatics
  2. Collaboration with University of Siena School of Medicine in the field of Neurology and Biomedical Systems and School of Engineering 
  3. Knowldge Management, Semantic Web & Data geographic
  4. GA (Genetic Algorithms)
  5. Adaptive Multimedia Systems
  6. Collaboration with National Research Center - ILC:
  7. Natural Language and Text Mining
  8. Machine Learning (Bioinformatic)

Military Service

Required Military Service fullfilled. Mar 2001- Dec 2001