Emanuel Gouveia

Data Science and Machine Learning Researcher at DTx - Digital Transformation CoLAB
  • Claim this Profile
Contact Information
us****@****om
(386) 825-5501
Location
Braga, Braga, Portugal, PT

Topline Score

Topline score feature will be out soon.

Bio

Generated by
Topline AI

You need to have a working account to view this content.
Join now
You need to have a working account to view this content.
Join now

Credentials

  • Deep Learning Specialization
    Coursera
    Jul, 2022
    - Nov, 2024

Experience

  • DTx - Digital Transformation CoLAB
    • Portugal
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Data Science and Machine Learning Researcher
      • Mar 2021 - Present

      I have defined and implemented data pre-processing pipelines and ran experiments with different machine learning approaches, in the context of prototype development. I have been working on projects with mostly unstructured data, with scopes such as: - Identification of maturity stages of perishable foods using multi-spectral imaging and unsupervised learning. - Identification of vehicle make and model from pictures, using self-supervised learning. - Spotting highlights in a TV broadcast using the audio data only. Keeping up to date with relevant research is also an important part of my work. Besides, I regularly contribute to the definition of upcoming projects. Show less

  • Laboratório de Instrumentação e Física Experimental de Partículas
    • Portugal
    • Research Services
    • 100 - 200 Employee
    • PhD Student
      • Jan 2017 - Jul 2021

      Tried to get a better understanding of the interaction between the Higgs boson and the top quark by analyzing data from the ATLAS experiment at CERN's Large Hadron Collider. Tried to get a better understanding of the interaction between the Higgs boson and the top quark by analyzing data from the ATLAS experiment at CERN's Large Hadron Collider.

  • Laboratório de Instrumentação e Física Experimental de Partículas
    • Portugal
    • Research Services
    • 100 - 200 Employee
    • MSc Student
      • Oct 2012 - Jun 2016

      Using simulation tools, studied the feasibility of searches for the production of Higgs bosons with top quarks at CERN's Large Hadron Collider. Using simulation tools, studied the feasibility of searches for the production of Higgs bosons with top quarks at CERN's Large Hadron Collider.

Education

  • Universidade do Minho
    Doctor of Philosophy - PhD, Physics
    2017 - 2021
  • Universidade do Minho
    Master's degree, Particle Physics
    2012 - 2016
  • Universidade do Minho
    Bachelor's degree, Physics
    2009 - 2012

Community

You need to have a working account to view this content. Click here to join now