Víctor Salvia Punsoda

Health Data Scientist at Methinks AI
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Contact Information
Location
Barcelona, Catalonia, Spain, ES
Languages
  • Español Native or bilingual proficiency
  • Inglés Professional working proficiency
  • Catalán Native or bilingual proficiency

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Credentials

  • Neural Networks and Deep Learning
    Coursera
    Aug, 2018
    - Sep, 2024

Experience

    • Spain
    • Medical Equipment Manufacturing
    • 1 - 100 Employee
    • Health Data Scientist
      • May 2022 - Present

      - R&D of new algorithms (machine learning and deep learning) to improve our products.- Medical Image Processing and Labelling.- Exploratory Data Analysis, Data Cleaning, and Data Preprocessing.- Analysis and Development of clinical studies.- Integration of our products in real clinical workflows.

    • AI Software Developer
      • Jun 2021 - May 2022

    • Junior AI Software Developer
      • Aug 2020 - Jun 2021

    • AI Research Assistant
      • Sep 2018 - Jan 2020

      I compared state-of-the-art deep generative models (deep learning) for image generation. This ended up being my Bachelor Thesis. The models used in the comparison: autoregressive, flow-based, GANs, and VAEs. One can find the pytorch code on my personal Github. I compared state-of-the-art deep generative models (deep learning) for image generation. This ended up being my Bachelor Thesis. The models used in the comparison: autoregressive, flow-based, GANs, and VAEs. One can find the pytorch code on my personal Github.

    • Data Scientist
      • Jun 2019 - Jul 2019

      I helped them with basic data science techniques: optimization of stock, prediction of prices, etc. We used very simple regression and classification models such as random forests, logistic regression, support vector machines, etc. I helped them with basic data science techniques: optimization of stock, prediction of prices, etc. We used very simple regression and classification models such as random forests, logistic regression, support vector machines, etc.

    • Spain
    • Research Services
    • 700 & Above Employee
    • Mathematics Teacher
      • Jan 2017 - Oct 2018

      I taught classes of around 30 industrial engineering students: geometry, linear algebra, and calculus. I taught classes of around 30 industrial engineering students: geometry, linear algebra, and calculus.

Education

  • EPFL (École polytechnique fédérale de Lausanne)
    Mathematics, Data Science
    2020 - 2020
  • Universitat Politècnica de Catalunya
    Mathematics, Data Science
    2016 - 2021
  • Jesuïtes de Casp
    High School Diploma, Science and Technology
    2013 - 2015

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