Pedro Silva

Pedro Silva

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  • Timeline

  • About me

    Lead Data Scientist and Signal Processing Engineer at C-mo Medical Solutions

  • Education

    • Escola Secundária Dr. José Afonso

      2012 - 2015
      High School Science and Technology 17.3/20

      Activities and Societies: Football player. Merit student.

    • Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa - FCT NOVA

      2018 - 2020
      Master's degree Biomedical/Medical Engineering Final grade: 19/20

      Activities and Societies: EBIMed. XIV ENEEB Organizing Committee. - Merit scholarship awarded by Direção Geral do Ensino Superior concerning the 2019/2020 school year for the distinction as top-10 best students at FCT-UNL - Merit scholarship concerning the 2019/2020 school year for the distinction as the Biomedical Engineering Course best student- 2nd place in the 2018/2019 edition of the FCT-UNL’s Entrepreneurship Course.Optional courses: Big Data Processing Systems, Introduction to Operational Investigation and Biomaterials.

    • University of Twente

      2020 - 2020
      Master Thesis Biomedical signal processing | Clinical application of machine learning Final grade: 20/20

      Activities and Societies: E.S.B.V. BUITENWESTEN - (Boxing Association) The main thesis' goal was to create a machine learning-based warning system for the early detection of clinical deterioration in surgical patients, that are monitored continuously using wearable vital signs sensors at general wards.

    • Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa - FCT NOVA

      2015 - 2018
      Bachelor's degree Biomedical Engineering Final grade: 18/20

      Activities and Societies: XIV ENEEB Organizing Committee. - “Caloiros da NOVA” scholarship concerning the 2015/2016 school year for the distinction as the Biomedical Engineering Course best student in the first year of studies.- FCT-NOVA’s Physics Department scholarship concerning the 2016/2017 school year for the distinction as the Biomedical Engineering Course best student in the second year of studies.Optional courses: Artificial Intelligence.

  • Experience

    • Instituto de Biofísica e Engenharia Biomédica (IBEB-FCUL)

      Jun 2016 - Aug 2016
      Internship

      Medical Imaging. Relaxometry in MRI. Shell Script programming.

    • Private tutoring

      Sept 2016 - Jan 2020
      Parttime Tutor
    • Institute for Systems and Robotics (ISR-Lisboa)

      Jan 2018 - Mar 2018
      Curricular Internship

      INSIDE project: Intelligent Networked Robot Systems for Symbiotic Interaction with Children with Impaired Development – Python programming; Signal processing; Presence in hospital environment. Final grade: 18 (0-20 scale)

    • EBIMed

      Sept 2018 - Sept 2020
      Vice President and Operations Director

      As Operations Director I was responsible for coordinating EBIMed's projects, by establishing the communication between the management board and the Team Leaders, and making sure the projects were being developed at the desired pace. As Vice-President, I was responsible for the company’s overall management and strategy planning.

    • Edenvet

      Oct 2018 - Dec 2018
      Curricular project

      Planning the development of an innovative blood glucose levels measuring device in diabetic animals – Veterinary medicine.

    • PLUX - Wireless Biosignals S.A.

      Mar 2021 - Sept 2021
      Software Engineer

      - Development, testing and maintenance of desktop applications (full-stack) for biosignals monitoring, which integrate with wearable devices;- Python, Typescript, Bootstrap/CSS, React, Angular, Jquery, Node.js, Electron;

    • C-mo Medical Solutions

      Sept 2021 - now
      Lead Data Scientist and Signal Processing Engineer

      - Development, maintenance and optimization of the company's algorithms and pipelines (using signal processing, data science and machine learning/deep learning techniques)- MLOps (responsible for the integration of the company's algorithms with the company's software solutions)- Data Science department Team Leader - Responsible for organizing and maintaining the company's Data Science department. Responsible for managing internees and outsourced people- Critical role in the completion of clinical validation studies (device validation and pioneer algorithms’ validation). Also, leading internal studies to acquire proprietary datasets for the company algorithm’s development- Responsible for performing state-of-the art reviews and writing the company's algorithms documentation and external reports- Involved in the recruitment processes for the company's R&D departments Show less

  • Licenses & Certifications

    • Certificate of Advanced English (CAE)

      Cambridge Assessment English
      Oct 2019
    • Neural Networks and Deep Learning - Part of the Deep Learning Specialization

      Coursera
      Jan 2024
      View certificate certificate
  • Honors & Awards

    • Awarded to Pedro Silva
      Merit-based scholarship FCT-NOVA Apr 2022 Merit scholarship awarded by Direção Geral do Ensino Superior concerning the 2019/2020 school year for the distinction as top 10 best students at FCT NOVA
    • Awarded to Pedro Silva
      Merit-based scholarship FCT-NOVA Nov 2021 Merit award concerning the 2019/2020 school year for the distinction as the Biomedical Engineering Course best student
    • Awarded to Pedro Silva
      2nd place Entrepreneurship Course FCT-NOVA Feb 2019 2nd place in the 2018/2019 edition of the FCT-NOVA’s Entrepreneurship Course.
    • Awarded to Pedro Silva
      Merit-based scholarship FCT-NOVA May 2018 FCT-NOVA’s Physics Department scholarship concerning the 2016/2017 school year for the distinction as the Biomedical Engineering Course best student in the second year of studies.
    • Awarded to Pedro Silva
      Merit-based scholarship FCT-NOVA May 2017 “Caloiros da NOVA” scholarship concerning the 2015/2016 school year for the distinction as the Biomedical Engineering Course best student in the first year of studies.
  • Volunteer Experience

    • Volunteer

      Issued by Expo-FCT on Jan 2018
      Expo-FCTAssociated with Pedro Silva