Unai Sanchez Luque

Chief Technology Officer at humanITcare
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Contact Information
us****@****om
(386) 825-5501
Location
Barcelona, ES
Languages
  • Español Native or bilingual proficiency
  • Euskera Native or bilingual proficiency
  • Inglés Full professional proficiency

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Credentials

  • Certificate in Advanced English
    Cambridge Assessment English
    Mar, 2022
    - Nov, 2024
  • Building a Data Science Team
    Johns Hopkins University School of Education
    May, 2018
    - Nov, 2024
  • A Crash Course in Data Science
    Johns Hopkins University School of Education
    May, 2018
    - Nov, 2024
  • Data Science in Real Life
    Johns Hopkins University School of Education
    May, 2018
    - Nov, 2024
  • Executive Data Science
    Johns Hopkins University School of Education
    May, 2018
    - Nov, 2024
  • Executive Data Science Capstone
    Johns Hopkins University School of Education
    May, 2018
    - Nov, 2024
  • Managing Data Analysis
    Johns Hopkins University School of Education
    May, 2018
    - Nov, 2024
  • Internet of Things: How did we get here?
    University of California San Diego
    Sep, 2016
    - Nov, 2024
  • Getting and Cleaning Data
    Coursera Course Certificates
    Mar, 2016
    - Nov, 2024
  • R Programming
    Coursera Verified Certificates
    Nov, 2015
    - Nov, 2024
  • The Data Scientist’s Toolbox
    Coursera Verified Certificates
    Oct, 2015
    - Nov, 2024
  • First Certificate Exam
    Cambridge University Press
    May, 2010
    - Nov, 2024
  • Euskarazko Gaitasun Agiria
    Eusko Jaurlaritza - Gobierno Vasco
    May, 2009
    - Nov, 2024
  • Cisco CCNA Exploration 4.0
    Cisco

Experience

  • humanITcare
    • Spain
    • Medical Equipment Manufacturing
    • 1 - 100 Employee
    • Chief Technology Officer
      • Apr 2018 - Present

      - Led the development and implementation of telemonitoring solutions for individuals with chronic conditions, utilizing a patient-centered approach and utilizing data analysis to improve solutions and services. - Built and managed a team of software engineers and data scientists, utilizing agile methodologies and a range of technologies to deliver complex projects on time and on budget. - Developed and implemented a data-driven approach to decision-making, leveraging data to improve… Show more - Led the development and implementation of telemonitoring solutions for individuals with chronic conditions, utilizing a patient-centered approach and utilizing data analysis to improve solutions and services. - Built and managed a team of software engineers and data scientists, utilizing agile methodologies and a range of technologies to deliver complex projects on time and on budget. - Developed and implemented a data-driven approach to decision-making, leveraging data to improve patient outcomes and drive healthcare transformation. - Utilized an empathy-driven approach to understand patients' needs and deliver value. - Experience in telemonitoring, data analysis, software engineering, and the healthcare industry, over 7 years in the healthcare technology field. - Proven track record of delivering innovative solutions and driving business growth. - Strong background in software engineering, data science, and healthcare technology, with expertise in utilizing technology to drive healthcare transformation and improve patient outcomes. Tech: Python, Flask, Django, Fast API, API Design and Development (REST), AWS, GCP, JavaScript, Machine Learning, Image Processing Show less - Led the development and implementation of telemonitoring solutions for individuals with chronic conditions, utilizing a patient-centered approach and utilizing data analysis to improve solutions and services. - Built and managed a team of software engineers and data scientists, utilizing agile methodologies and a range of technologies to deliver complex projects on time and on budget. - Developed and implemented a data-driven approach to decision-making, leveraging data to improve… Show more - Led the development and implementation of telemonitoring solutions for individuals with chronic conditions, utilizing a patient-centered approach and utilizing data analysis to improve solutions and services. - Built and managed a team of software engineers and data scientists, utilizing agile methodologies and a range of technologies to deliver complex projects on time and on budget. - Developed and implemented a data-driven approach to decision-making, leveraging data to improve patient outcomes and drive healthcare transformation. - Utilized an empathy-driven approach to understand patients' needs and deliver value. - Experience in telemonitoring, data analysis, software engineering, and the healthcare industry, over 7 years in the healthcare technology field. - Proven track record of delivering innovative solutions and driving business growth. - Strong background in software engineering, data science, and healthcare technology, with expertise in utilizing technology to drive healthcare transformation and improve patient outcomes. Tech: Python, Flask, Django, Fast API, API Design and Development (REST), AWS, GCP, JavaScript, Machine Learning, Image Processing Show less

  • Catalana Occidente
    • Insurance
    • 700 & Above Employee
    • Lead Data Scientist
      • Feb 2018 - Mar 2019

      • Create and Manage a Data Science team from scratch (15 people). • Stablish guidelines and best practices for data project development and deployment. • Development of Machine Learning Algorithms. Tech: Python, R, AWS, Azure. • Create and Manage a Data Science team from scratch (15 people). • Stablish guidelines and best practices for data project development and deployment. • Development of Machine Learning Algorithms. Tech: Python, R, AWS, Azure.

  • inLab FIB
    • Spain
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Master thesis AI
      • Feb 2017 - Oct 2017

      Design and develop a learning platform based on AI learning itineraries defined by a teacher that the student follows in a personalized way while being monitored in real-time. The platform, which collects real-time data, was designed and developed to gather the most relevant data about the actions that the player performs in the game. These data are used to classify (clustering algorithms) the students depending on their learning profile, and also, to create a predictive model of the… Show more Design and develop a learning platform based on AI learning itineraries defined by a teacher that the student follows in a personalized way while being monitored in real-time. The platform, which collects real-time data, was designed and developed to gather the most relevant data about the actions that the player performs in the game. These data are used to classify (clustering algorithms) the students depending on their learning profile, and also, to create a predictive model of the motivation and performance level. The platform, also, includes a recommender system to adapt the learning path to the student. The data collecting system of this platform (integrated into the game), avoids costly preprocessing tasks because the data are already prepared to be analyzed using data analysis algorithms. These data have Big Data characteristics. Field: Educación Skills: Game Development, Game Design, Big Data, Data Science Technologies: Unity 3D, C#, JavaScript, Django API REST, R, Shiny, DigitalOcean, Apache HTTP Server, SQLite

    • Collaborator in training at inLab FIB
      • May 2016 - Oct 2017

      - Development of a web application for Learning Analytics purposes. - Study and application of good practices in project structuring, web development and design and use of databases. - Learn autonomously new knowledge and proper techniques for the design, development or management of computer systems. - Creation of the technical documentation of the developments. Field: Learning Analytics. Technologies: JSP, Java, JavaScript, HTML and Bootstrap (Web project in… Show more - Development of a web application for Learning Analytics purposes. - Study and application of good practices in project structuring, web development and design and use of databases. - Learn autonomously new knowledge and proper techniques for the design, development or management of computer systems. - Creation of the technical documentation of the developments. Field: Learning Analytics. Technologies: JSP, Java, JavaScript, HTML and Bootstrap (Web project in Eclipse IDE + Tomcat), MariaDB (HeidiSQL), MongoDB (Robomongo, Java driver), R (RStudio), Pentaho Data Integration.

  • Imagine Creativity Center
    • United States
    • Research Services
    • 1 - 100 Employee
    • Dreamer - Software Developer
      • Oct 2016 - Mar 2017

      Software development and prototyping for Internet of Things (IoT). Development of mobile app, server and hardware. Field: Health and Wellness Technologies: Python for Raspberry Pi 3, Android, CherryPy Software development and prototyping for Internet of Things (IoT). Development of mobile app, server and hardware. Field: Health and Wellness Technologies: Python for Raspberry Pi 3, Android, CherryPy

  • IDEKO Research Center
    • Spain
    • Research Services
    • 100 - 200 Employee
    • Data Scientist
      • Feb 2014 - Dec 2014

      - Survey of state of the art in automatic information processing techniques for further training in applicable algorithms for Data Mining, Text Mining and Natural Language Processing with the aim of information extraction, identification of Named Entities, and extrapolation of relationships in the fundamental concepts and classification of the information collected. - Study and testing data mining algorithms, Text Mining and Extraction Named Entities, in order to compare results and… Show more - Survey of state of the art in automatic information processing techniques for further training in applicable algorithms for Data Mining, Text Mining and Natural Language Processing with the aim of information extraction, identification of Named Entities, and extrapolation of relationships in the fundamental concepts and classification of the information collected. - Study and testing data mining algorithms, Text Mining and Extraction Named Entities, in order to compare results and identify applicable solutions in the systems currently in development. Interpretion of data derived from observations in terms of their significance and relate to approved theories. - Analyze, evaluate, develop and maintain software systems and applications using various software engineering methods and appropriate programming languages, making decisions that facilitate the development of each type of application or system. - Data visualization for a better understanding and communication. - Learn autonomously new knowledge and proper techniques for the design, development or management of computer systems. - Creation of the technical documentation of the developments. Field: Competitive Intelligence. Technologies: Weka, Support Vector Machines, Java, Weka API, PHP, Python, Amazon AWS, Linux Shell Scripting, MySQL. Show less - Survey of state of the art in automatic information processing techniques for further training in applicable algorithms for Data Mining, Text Mining and Natural Language Processing with the aim of information extraction, identification of Named Entities, and extrapolation of relationships in the fundamental concepts and classification of the information collected. - Study and testing data mining algorithms, Text Mining and Extraction Named Entities, in order to compare results and… Show more - Survey of state of the art in automatic information processing techniques for further training in applicable algorithms for Data Mining, Text Mining and Natural Language Processing with the aim of information extraction, identification of Named Entities, and extrapolation of relationships in the fundamental concepts and classification of the information collected. - Study and testing data mining algorithms, Text Mining and Extraction Named Entities, in order to compare results and identify applicable solutions in the systems currently in development. Interpretion of data derived from observations in terms of their significance and relate to approved theories. - Analyze, evaluate, develop and maintain software systems and applications using various software engineering methods and appropriate programming languages, making decisions that facilitate the development of each type of application or system. - Data visualization for a better understanding and communication. - Learn autonomously new knowledge and proper techniques for the design, development or management of computer systems. - Creation of the technical documentation of the developments. Field: Competitive Intelligence. Technologies: Weka, Support Vector Machines, Java, Weka API, PHP, Python, Amazon AWS, Linux Shell Scripting, MySQL. Show less

  • Abantail
    • Spain
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Software Development Support and Researcher
      • Jul 2012 - May 2013

      Software development support in new technologies and research—programming in SQL, C#, HTML, CSS, and JavaScript. Software development support in new technologies and research—programming in SQL, C#, HTML, CSS, and JavaScript.

  • Mondragon Unibertsitatea
    • Spain
    • Education Management
    • 400 - 500 Employee
    • Warehouse responsible
      • Sep 2011 - Jul 2012

      Responsible for receiving and shipping orders in the general warehouse of the university. Distribution and storage packages. Warehouse related client service. Responsible for receiving and shipping orders in the general warehouse of the university. Distribution and storage packages. Warehouse related client service.

Education

  • Universitat Politècnica de Catalunya
    Master's degree
    2015 - 2017
  • Mondragón Unibertsitatea
    Degree
    2010 - 2015
  • Institut national des Sciences appliquées de Toulouse
    Engineering
    2013 - 2014

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