Gabriel Castellano

AI Engineer at CareX.AI
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Contact Information
us****@****om
(386) 825-5501
Location
BR
Languages
  • English Full professional proficiency
  • Portuguese Native or bilingual proficiency
  • German Elementary proficiency
  • Spanish Elementary proficiency

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Bio

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Credentials

  • Deep Learning Specialization
    Coursera
    Oct, 2020
    - Nov, 2024
  • Applied Data Science with Python Specialization
    Coursera
    Sep, 2020
    - Nov, 2024
  • Machine Learning
    Coursera
    Jul, 2017
    - Nov, 2024

Experience

  • CareX.AI
    • United States
    • Hospitals and Health Care
    • 1 - 100 Employee
    • AI Engineer
      • Mar 2021 - Present

      Working on the estimation of vital signs using smartphone cameras. Working on the estimation of vital signs using smartphone cameras.

  • ProSiebenSat.1 Media SE
    • Germany
    • Broadcast Media Production and Distribution
    • 700 & Above Employee
    • Werkstudent - Data Science
      • Nov 2020 - Jul 2021

      Worked with the AI Platform Services group developing software solutions powered by natural language processing and video processing: - Worked on the compression of archived content through extraction and analysis of named entities and keywords based on transcripts. - Contributed to the enhancement of the existing named entity recognition service with the addition of the entity linking process - Developed a set of tools in Python for automated video content editing and creation - Co‑developed a Python code‑based solution for automated creation of video content using external data. - Analyzed data related to machine learning models for object, face and landmark classification - Analyzed Thumbnail quality using image processing techniques - Analyzed evaluation results by creating and manipulating SQL databases - Periodically presented the achieved results in feedback meetings with the business teams

  • Technical University of Munich
    • Germany
    • Research Services
    • 700 & Above Employee
    • Graduate Research Assistant
      • Mar 2020 - May 2020

      Investigated and implemented in Python methods to extract features from multi-dimensional time-series data in an autonomous-driving scenario. Project: Feature Extraction for Time Series Classification.Supervisor: M. Sc. Oliver de Candido - Professorship for Methods of Signal Processing.

    • Working Student (Hiwi)
      • Nov 2019 - Mar 2020

      Planned the purchase of equipment and developed an introductory tutorial to electronics for the CyberTUM laboratory (Institute for Cognitive Systems)

  • Siemens Healthineers
    • Hospitals and Health Care
    • 700 & Above Employee
    • Intern
      • Sep 2017 - Jun 2018

      Assisted customer service engineers (CSEs) in corrective, preventive and predictive maintenance, installation and update of imaging systems.Produced KPI reports and coordinated the regional reverse logistics of the replacement parts and tools. Assisted customer service engineers (CSEs) in corrective, preventive and predictive maintenance, installation and update of imaging systems.Produced KPI reports and coordinated the regional reverse logistics of the replacement parts and tools.

  • Mitacs
    • Canada
    • Research Services
    • 400 - 500 Employee
    • Summer Research Intern
      • May 2017 - Aug 2017

      Co-designed and implemented a protocol for the collection and analysis in Matlab of surface electromyography data using a Trentadue - OT Bioelettronica high-density electromyography system and a Cybex isokinetic dynamometer. Also worked with Vicon motion capture and Kistler force plates. Project: Myoelectric Signal Analysis for Neuromuscular Function. Professor: Usha Kuruganti. Human Performance Laboratory - University of New Brunswick. Internship under Mitacs Globalink Research Internship Program.

  • INNOVIX
    • Brazil
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Intern
      • Nov 2016 - Apr 2017

      Wrote and implemented in C the firmware for a MSP-430 based system used for asset management. Wrote and implemented in C the firmware for a MSP-430 based system used for asset management.

  • Universidade de Brasília
    • Brazil
    • Research Services
    • 700 & Above Employee
    • Undergraduate Research Assistant
      • Mar 2016 - Feb 2017

      Investigated EMG-based orthoses and built an EMG signal conditioning circuit at the Laboratory of Automation and Robotics (LARA).

    • Intern
      • Aug 2016 - Nov 2016

      Contributed to the study and evaluation of equipment for Electromagnetic Compatibility testing and in preparing internal material based on IEC international standards on Electromagnetic Compatibility Testing of electromedical equipment at the Laboratory of Certification of Medical Equipments LabCert - CDT/ UnB.

  • Universidade de Brasília
    • Brazil
    • Research Services
    • 700 & Above Employee
    • Teaching Assistant
      • Mar 2013 - Jul 2014

      TA'ed the courses:- Physics II (mar 2013 to jul 2014);- Digital Systems (jul 2013 to nov 2013);

    • Undergraduate Research Assistant
      • Aug 2012 - Aug 2013

      Investigated software defined radio platforms and its applications to VLC and Cognitive Radio at the Microwave and Wireless Systems Laboratory under the supervision of Professor André Noll Barreto.

Education

  • Technical University of Munich
    Elite Master of Science, Neuroengineering
    2019 - 2022
  • Universidade de Brasília
    Bachelor’s Degree, Electrical Engineering
    2012 - 2018
  • University of Leeds
    Electrical and Electronics Engineering Junior Year Abroad
    2014 - 2015

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