Fabrício Vargas Matos

Insurtech Founder/CTO at Coover.me
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Contact Information
us****@****om
(386) 825-5501
Location
BR
Languages
  • English -
  • Portuguese -
Skills

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Bio

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Credentials

  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Nov, 2017
    - Nov, 2024
  • Neural Networks and Deep Learning
    Coursera

Experience

  • Coover
    • Brazil
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Insurtech Founder/CTO
      • 2020 - Present

      Coover is an early-stage insurtech operating as an authorized insurance carrier for the Brazilian market, combining Blockchain and AI to bring the sharing economy to the LATAM insurance market. We have two main fronts, one open innovation partnership with a major global insurance carrier, and the second as an authorized insurance carrier under a regulatory sandbox created by SUSEP, the Brazilian regulator. Coover is an early-stage insurtech operating as an authorized insurance carrier for the Brazilian market, combining Blockchain and AI to bring the sharing economy to the LATAM insurance market. We have two main fronts, one open innovation partnership with a major global insurance carrier, and the second as an authorized insurance carrier under a regulatory sandbox created by SUSEP, the Brazilian regulator.

  • Hearst Television
    • United States
    • Broadcast Media Production and Distribution
    • 700 & Above Employee
    • Tech Lead - Data Scientist Consultant
      • Jan 2017 - Present

      Hearst Television is a broadcasting company in the United States that currently owns a total of 33 overall television stations. In terms of audience reach, Hearst is the third-largest group owner of ABC-affiliated stations and the second-largest group owner of NBC affiliates. (https://en.wikipedia.org/wiki/Hearst_Television, Feb/2017) At Hearst TV I took the challenge of helping the digital division to weaponize tons of data, leveraging the recent advance in deep neural nets. From final users recommending systems to editorial workflow automation, we're applying state-of-art in NLP, transfer-learning, audio classification/tagging, video analysis and all sorts of custom neural net designs (CNNs, RNNs, Attention-based, Etc) to meet Hearst long-term vision. This is an amazing company and I'm very excited to have the privilege to work with so many skilled and motivated professionals.

  • Sistema Findes
    • Brazil
    • Think Tanks
    • 400 - 500 Employee
    • Advisor at FINDES/COPIN - Industrial Policy and Technological Development Council
      • Apr 2019 - Present

      More info: https://findes.com.br/conselhos/conselho-tematico-de-tecnologia-e-inovacao/ More info: https://findes.com.br/conselhos/conselho-tematico-de-tecnologia-e-inovacao/

  • Qualidata
    • Brazil
    • Software Development
    • 1 - 100 Employee
    • Data Scientist
      • Jul 2016 - Jan 2017

      Current Project: Student’s dropout prediction for the Brazilian Federal Institute of Education, Science and TechnologyAt QUALIDATA I worked as a Software Architect and Technical Leader for an ERP software development nowadays used for 200 Brazilian Federal Education Institutions, having about 500.000 active students. Having a solid background in algorithms and great affinity to data science field, I moved to the Data Scientist position in order to build predictive models for the company’s main product.Main Activities:• Create an OpenData database schema.• Export data from database to CSV files• Prepare the data for Machine Learning (ML algorithms behave badly if the individual features do not more or less look like standard normally distributed data: Gaussian with zero mean and unit variance)• Exploratory Analyses using descriptive statistics and graphical analysis• Use K-fold cross validation technique to evaluate the performance of many algorithms and choose the most promising ones.• Tune the algorithms in order to improve results• Explore ensemble techniques like Ada Boost Classifier and Gradient Boosted Trees

    • R&D Principal
      • Jan 2011 - Jun 2016

      I created and lead the Qualidata’s Innovation Division aimed to create new products through open innovation. The result was three spin-offs in different areas: social network, coffee production compliance and mobile marketplace for beauty services.Main Activities:• Study promising new technologies • Identify new business opportunities• Promote innovation and startup culture• Hire and lead talented people • Lead MVP development and business model validation• Work closely to business partners, c-levels, investors and board of directors.• Strategic Planning

    • Technical Team Lead
      • Jan 2005 - Dec 2010

      Main Project: Development of an Information System for the Baneses company, a closed complementary welfare for the Banestes Brazilian Bank.Main Activities:• Domain modeling• Project Management• Software Architecture• Software Design• C# and Web Programming• Test-driven development and continuous integration

    • Principal Software Engineer
      • Jan 1999 - Dec 2004

      Main Project: development of Q-Academico, an ERP aimed to the Network of Brazilian Federal Institute of Education (http://redefederal.mec.gov.br/instituicoes) Main Activities:• Data migration and data cleaning from legacy systems• Asp.Net, Delphi, JavaScript and T-SQL (MSSQL) programming• Software Architecture• Business Analyses• System integration

  • EasyLook
    • Health, Wellness & Fitness
    • 1 - 100 Employee
    • Co-Founder & CTO
      • Mar 2014 - Apr 2016

      Main Activities: • Team leader and project management • Domain modeling • SQL and NoSQL • Back-end development (Cloud/Azure) • Strategic Planning • Business Modeling Main Activities: • Team leader and project management • Domain modeling • SQL and NoSQL • Back-end development (Cloud/Azure) • Strategic Planning • Business Modeling

  • Fixity
    • IT Services and IT Consulting
    • Co-founder and CTO
      • Feb 2013 - Dec 2014

      Fixity was a social network aimed to collaboration. Main Activities: • Team leader • Mobile & Cloud Software Design and Development • Crawler development to import and classify relevant data from other apps and social networks accessing their respective APIs. https://www.facebook.com/fixitybr/ http://midstage.com.br/portfolio-items/fixity Fixity was closed at Dec/2014. Fixity was a social network aimed to collaboration. Main Activities: • Team leader • Mobile & Cloud Software Design and Development • Crawler development to import and classify relevant data from other apps and social networks accessing their respective APIs. https://www.facebook.com/fixitybr/ http://midstage.com.br/portfolio-items/fixity Fixity was closed at Dec/2014.

Education

  • Universidade Federal do Espírito Santo
    Masters of Science, Computer Science
    2000 - 2004
  • Universidade Federal do Espírito Santo
    Bachelor, Computer Science
    1994 - 1999

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