Frederico Caroli

Senior Machine Learning Engineer at Sensibill, a Q2 Company
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Contact Information
us****@****om
(386) 825-5501
Location
Burnaby, British Columbia, Canada, CA
Languages
  • Portuguese Native or bilingual proficiency
  • English Native or bilingual proficiency
  • German Elementary proficiency

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Credentials

  • Verified International Academic Qualifications
    World Education Services
    Apr, 2021
    - Sep, 2024

Experience

  • Sensibill, a Q2 Company
    • Canada
    • Financial Services
    • 1 - 100 Employee
    • Senior Machine Learning Engineer
      • Jan 2021 - Present

      Part of the Extraction team, maintaining and developing a system that extracts key information from scanned documents using cutting edge deep learning techniques. Part of the Extraction team, maintaining and developing a system that extracts key information from scanned documents using cutting edge deep learning techniques.

  • OLX Brasil
    • Brazil
    • Internet Publishing
    • 700 & Above Employee
    • Senior Data Scientist
      • Feb 2020 - Jan 2021

      Part of the central data science team, with the mission of accelerating the company's data science/machine learning adoption.The team divides its efforts in three fronts:- Facilitate: Develop the company's machine learning platform and tools, to facilitate model development all around the company. We also lecture courses and write tutorials.- Incubate: Develop machine learning models for other teams, handing them over after the deployment.- Serve: Sometimes the company needs machine learning models that don't fit neatly in any other team's mission. When that happens we develop the models ourselves and maintain them.

  • Globo.com
    • Technology, Information and Internet
    • Senior Analyst Developer
      • Nov 2018 - Feb 2020

      Part of the video platform team. Globo serves tens of millions of videos per day on many different products, including an OTT media service. Involved in:- Designing and developing the data collection and analysis pipeline for video consumption, player performance, and other useful metrics- Working on automatically detecting introduction and credits scenes- Developing the in-house face recognition system- Using Bayesian optimization to optimize the player's playback configuration

  • Logical Innovation LLC
    • United States
    • 1 - 100 Employee
    • Lead Data Scientist
      • Oct 2016 - Sep 2018

      Acting as a machine learning specialist/leader on various projects.Involved in:- Taking a leading role partnering with a big tech company to build a large scale NLP application- Building Computer Vision systems for logging board games- Developing games AIs- Managing small decentralized teams- Many other small projects Acting as a machine learning specialist/leader on various projects.Involved in:- Taking a leading role partnering with a big tech company to build a large scale NLP application- Building Computer Vision systems for logging board games- Developing games AIs- Managing small decentralized teams- Many other small projects

  • Universität Passau
    • Germany
    • Research
    • 700 & Above Employee
    • Research Assistant
      • Apr 2016 - Oct 2016

      Working in the EU's Social Sentiment Index (SSIX), building sentiment analysis deep learning models and doing research on semantic compositionality

    • Teaching Assistant
      • Apr 2016 - Oct 2016

      T.A. for a master's level text mining class

  • IBM
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Research Software Engineer Internship
      • Jul 2014 - Dec 2015

      Involved in:- Working on scalable MCMC simulations of users in social medias- Developing data visualizations for a sentiment analysis product Involved in:- Working on scalable MCMC simulations of users in social medias- Developing data visualizations for a sentiment analysis product

  • CAPGov
    • Brazil
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Software Engineer Internship
      • Aug 2013 - Jul 2014

      CAPGov is a company that provides the Ministry of Planning with its software needsInvolved in:- Developing REST APIs in Java, supporting Open Data policies- Developing the government's APIs documentation standard- Maintaining a public system for checking government contracts, written in Java CAPGov is a company that provides the Ministry of Planning with its software needsInvolved in:- Developing REST APIs in Java, supporting Open Data policies- Developing the government's APIs documentation standard- Maintaining a public system for checking government contracts, written in Java

Education

  • Universidade Federal do Rio de Janeiro
    Bachelor's degree, Computer Science
    2011 - 2015

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