Juan Jose Piñero
Senior Data Scientist at Medical Research Institute La Fe (IIS La Fe)- Claim this Profile
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Spanish Native or bilingual proficiency
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English Full professional proficiency
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French Full professional proficiency
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Catalan Full professional proficiency
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Bio
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Experience
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Medical Research Institute La Fe (IIS La Fe)
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Spain
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Research Services
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100 - 200 Employee
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Senior Data Scientist
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Oct 2022 - Present
Applying statistical modeling and data science to analyze biomedical data. OMOP. Designing of e-Health and real-life studies using massive data. Reviewing and writing Big Data and Machine Learning techniques for research projects. Providing data science advice to researchers. Active search for collaboration opportunities. Applying statistical modeling and data science to analyze biomedical data. OMOP. Designing of e-Health and real-life studies using massive data. Reviewing and writing Big Data and Machine Learning techniques for research projects. Providing data science advice to researchers. Active search for collaboration opportunities.
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VRAIN - Valencian Research Institute for Artificial Intelligence
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Spain
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Research Services
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1 - 100 Employee
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Senior Data Scientist
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Feb 2021 - Aug 2021
Collaborated in a short-term project to analyze COVID19 data and predict the severity of the patients. Collaborated in a short-term project to analyze COVID19 data and predict the severity of the patients.
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UCAM Universidad Católica San Antonio de Murcia
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Spain
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Higher Education
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700 & Above Employee
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Resarch Fellow and Teaching Assistant
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May 2015 - Sep 2020
Supported healthcare public institutions and private clients to analyze their data and develop R packages and simulations. Applied statistics, machine learning methods and cloud computing (AWS and Spark) to analyze biomedical data in order to find efficient methods to analyze very large databases. Collaborated in the creation of a new biostatistics department at the UCAM University. Taught statistics, R and Python to Medicine, High Performance Sports and PhD students. Research fellowship at the UCL. Study of sequences of cardiovascular events. Extensive use of R, caret, Julia, Python, Stan, SQL and Stata. Show less
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AIMME
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Spain
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Leisure, Travel & Tourism
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Independent Consultant and Professional CAD/CAE Trainer
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2014 - 2014
Conducted intermediate and advanced courses on Siemens NX 8.5 and 9.0. Designed the teaching programme and created exercises for the students. Including: sketches, 3D modelling, drafting, advanced surfacing, synchronous technology, assemblies, motion simulation, advanced simulation (finite elements, structural analysis, thermal analysis, flow simulation and engineering optimization). Conducted intermediate and advanced courses on Siemens NX 8.5 and 9.0. Designed the teaching programme and created exercises for the students. Including: sketches, 3D modelling, drafting, advanced surfacing, synchronous technology, assemblies, motion simulation, advanced simulation (finite elements, structural analysis, thermal analysis, flow simulation and engineering optimization).
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Data Analyst / Senior IT Consultant
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2010 - 2014
Applied Machine Learning methods and cloud computing technologies to analyse stock market data (Forex and Futures). Trained new employees. Deployed the infrastructure to guarantee that financial software worked flawlessly and without interruption. Evaluated operational risks and took measures to avoid them. Created databases of real-time and historical market data from different sources. Carried out data cleansing, data mining, statistical analysis and numerical simulations. Wrote reports about the quality of different brokers' connections and data providers. Show less
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Intelectia Capital S.A.R.L
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Financial Services
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1 - 100 Employee
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Data Analyst / Software Developer
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2009 - 2010
Developed new high frequency trading strategies, genetic algorithms and optimization methods. Collaborated in the development of a new trading platform with Java (FIX Protocol) and C++. Ensured the continuous and proper market data connection with the broker and stock markets. Trained new employees to use Multicharts Powerlanguage and Interactive Brokers, and develop trading algorithms. Studied, analyzed and documented different futures markets, identifying new opportunities. Developed new high frequency trading strategies, genetic algorithms and optimization methods. Collaborated in the development of a new trading platform with Java (FIX Protocol) and C++. Ensured the continuous and proper market data connection with the broker and stock markets. Trained new employees to use Multicharts Powerlanguage and Interactive Brokers, and develop trading algorithms. Studied, analyzed and documented different futures markets, identifying new opportunities.
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Saxon Financials
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Capital Markets
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1 - 100 Employee
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Programmer / Data Analyst
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2008 - 2009
Ported and optimized automated trading systems from VisualBasic to Tradestation. Programmed new trading algorithms with Easylanguage and C#. Tested new financial software developed with .NET. Ported and optimized automated trading systems from VisualBasic to Tradestation. Programmed new trading algorithms with Easylanguage and C#. Tested new financial software developed with .NET.
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Science and ICT Trainer
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1996 - 2008
In different periods: Lectured on Wind Power and Solar Photovoltaic Energy at the Valencia Provincial Council. Conducted science courses and Electronic Lab workshops at different schools . In different periods: Lectured on Wind Power and Solar Photovoltaic Energy at the Valencia Provincial Council. Conducted science courses and Electronic Lab workshops at different schools .
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Interpubli21
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Spain
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IT Support Manager
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2003 - 2007
Provided helpdesk support and on-site computer repair to our clients. Programmed and designed Java, ASP, PHP, Flash, and VisualBasic applications. Administered and repaired the company's Windows and FreeBSD servers, network and printers. I was promoted to IT Support Manager. Provided helpdesk support and on-site computer repair to our clients. Programmed and designed Java, ASP, PHP, Flash, and VisualBasic applications. Administered and repaired the company's Windows and FreeBSD servers, network and printers. I was promoted to IT Support Manager.
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Silaria Ltd
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United Kingdom
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1 - 100 Employee
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Electronics Engineer
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2001 - 2002
Tested network attached storage "NAS" systems' hardware and software on a major contract with 3Com. Collaborated on the design of new VHDL instructions for an ultra-configurable processor. Tested network attached storage "NAS" systems' hardware and software on a major contract with 3Com. Collaborated on the design of new VHDL instructions for an ultra-configurable processor.
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IBM
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IT Services and IT Consulting
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1 - 100 Employee
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IT Specialist
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2000 - 2001
Built and tested IBM AS/400 and RS6000 servers. Product quality control. Learnt to work in cleanroom and ESD conditions operating sensitive manufacturing equipment and material. Built and tested IBM AS/400 and RS6000 servers. Product quality control. Learnt to work in cleanroom and ESD conditions operating sensitive manufacturing equipment and material.
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Education
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UCAM Universidad Católica San Antonio de Murcia
Doctor of Philosophy - PhD, Biostatistics and Big Data -
Fundación TREFOR
Teaching Certificate: Training and Development Specialist -
University of Valencia
Master's Degree in Physics, Specializig in Environmental and Applied Physics -
San Juan Bosco