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GeezerVison is showing andremann.github.io — Andrea Mannocci Andrea MannocciInstitute of Information Science and Technologies (ISTI), Italian National Research
Council (CNR), Pisa, Italy
andrea.mannocci [at] isti.cnr.it In a nutshell: Data scientist & researcher; scholarly knowledge mining, scientometrics, science of science, analysis of the research landscape in the broader socioeconomic and geopolitical context, (research) data infrastructures. The full CV can be found here.
ExperienceResearch FellowInstitute of Information Science and Technologies (ISTI), Italian National
Research Council (CNR), Pisa, Italy
April 2019 - Present
Research AssociateThe Knowledge Media Institute (KMi), The Open University, Milton Keynes, UK
February 2017 - April 2019
Research AssistantInstitute of Information Science and Technologies (ISTI), The National
Research Council of Italy (CNR), Pisa,
Italy
November 2012 - January 2017
Research AssistantIMDEA Networks, Madrid, Spain
September 2010 - September 2011
Research AssistantThe Mærsk Mc-Kinney Møller Institute,\\The University of Southern Denmark,
Odense, Denmark
August 2009 - April 2010
EducationPh.D. in Information EngineeringUniversity of Pisa, Italy
Thesis: “Data flow quality monitoring in data infrastructures”
2013 - 2016
M.Sc. in Telematic EngineeringUniversity Carlos III of Madrid, Spain
Thesis: “Control Theoretic Optimization of 802.11 WLANs: Implementation and Experimental Evaluation”
2010 - 2011
M.Sc. in Computer EngineeringUniversity of Pisa, Italy
Thesis: “Stepwise Evolution of Java Applications using Dynamic Updates”
2007 - 2010
B.Sc. in Computer EngineeringUniversity of Pisa, Italy
Thesis: “Design and realisation of a software module for PLC/PAC remote controlling”
2003 - 2007
SkillsProgramming Languages & Tools
Programming skills: Python, Java, JavaScript, C/C++, Bash scripting. Proficiency with Apache
Maven and VCSs (SVN & GIT). Advanced knowledge of Visual Studio Code, IntelliJ, Eclipse, NetBeans IDEs.
Data science frameworks & tools: Python notebooks, Pandas; big data:
Hadoop ecosystem, Hive, Spark, Map Reduce; complex networks: NetworkX, iGraph;
machine
learning: scikit-learn, Tensorflow/Keras; NLP: Gensim, NLTK; visualisation:
pyplot, plotly.
Java frameworks: proficiency with Spring framework (Core, MVC, Security), JPA and Hibernate.
Web development & JS frameworks: JQuery, Bootstrap, AngularJS, CSS, Django, JSP.
Application monitoring: ELK stack (Logstash, ElasticSearch, Kibana), Prometheus.
Markup languages: HTML, XHTML, XML (XML Schema, XPath, XQuery, XSL), LaTeX.
Web services and web applications: SOAP, WSDL, WADL, JAX-WS, REST, JAX-RS, Apache CXF,
Jersey, Apache
HTTP server and Apache Tomcat, Jetty, ServiceMix, OSGi;
Data management systems: proficiency with both SQL and noSQL paradigms; configuration and
optimisation of databases;
relational databases: PosgreSQL, MySQL, SQLite;
document stores: eXist, MongoDB;
triple stores: GraphDB, BlazeGraph;
k-v stores: Redis, Voldemort, EhCache;
time series databases: InfluxDB, Druid;
full-text indexes: Lucene/Solr, ElasticSearch.
Networking: Networking and Internet protocols. Wireless Networking and mobility.
Inter/Intra-domain routing.
Network security. Cisco CCNA certification.
InterestsLove inline skating and freestyle slalom (instructor license), windsurfing & SUP, skiing, travelling, playing electric guitar, folding origami, shooting pictures, reading Scandinavian crime novels and fine cooking. Awards, Scholarships & Committees
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