Raphael Abreu, Phd

Raphael Abreu, Phd Email and Phone Number

Senior Machine Learning Engineer @ Nearsure
Niterói, RJ, BR
Raphael Abreu, Phd's Location
Niterói, Rio de Janeiro, Brazil, Brazil
About Raphael Abreu, Phd

With over six years of experience as a graduate professor and researcher at Unilasalle-RJ, I lead and supervise several undergraduate projects on e-health, using machine learning to solve real-world health problems. One of my main projects is the SmartCare IoT Environment, which creates mechanisms in a smart home to alleviate the agitation of the elderly with Alzheimer's automatically, using non-invasive sensors and actuators. I also teach cloud computing, scientific method, and virtualization to our data science students, sharing my passion and knowledge in these domains.I have a PhD in Computer Science at Universidade Federal Fluminense, focusing on machine learning, multimedia, VR, multisensory multimedia, computer vision, and 360. I have published multiple papers in international conferences and journals, and received honors and awards for my work. I also work on the specification and development of the test suite for digital TV receivers that implement the Ginga profile D middleware, and helped develop a new version of the Ginga middleware to integrate smart TVs with IoT devices. Additionally, I am a web developer and researcher at IPEA, where I have technical experience with back-end development with PHP, Python, Cloud, and databases. My aim is to do applied scientific research in integration with academia and industry, and to contribute to the advancement of knowledge and innovation in my field.

Raphael Abreu, Phd's Current Company Details
Nearsure

Nearsure

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Senior Machine Learning Engineer
Niterói, RJ, BR
Website:
nearsure.net
Employees:
519
Raphael Abreu, Phd Work Experience Details
  • Nearsure
    Senior Machine Learning Engineer
    Nearsure
    Niterói, Rj, Br
  • Ipnet Growth Partner
    Senior Machine Learning Engineer
    Ipnet Growth Partner Aug 2024 - Present
    Rio De Janeiro, Brazil
  • Universidade Federal Fluminense
    Researcher
    Universidade Federal Fluminense Aug 2018 - Present
    Niterói, Rio De Janeiro, Brazil
    I work as an applied computing researcher on Digital TV. I work on the specification and development of the test suite for digital tv receivers that implement the Ginga profile D middleware. Also helped develop a new version of the Ginga middleware to integrate smart TVs with IoT devices.
  • Institute For Applied Economic Research (Ipea)
    Research Assistant
    Institute For Applied Economic Research (Ipea) Aug 2021 - Sep 2024
    Rio De Janeiro, Brazil
    Researcher developing applications to collect, process, and visualize large volumes of data. We currently work with: back-end development (PHP with Lavarel / Lumen) ; I also manage databases with georeferencing and perform data analysis with R.
  • Unilasalle-Rj
    Graduate Professor
    Unilasalle-Rj May 2021 - Aug 2024
    Niterói, Rio De Janeiro, Brazil
    Teaching Cloud computing; Scientific Method and Virtualization to our graduation course in Data Science
  • Unilasalle-Rj
    Undergraduate Professor
    Unilasalle-Rj 2018 - Aug 2024
    Niterói, Rio De Janeiro, Brasil
    I teach Introduction to Programming and Programming II, Programming languages, Business Management (Entrepreneurship), information and knowledge management; During which I participated and created several projects to accelerate the learning of computer programming.
  • Unilasalle-Rj
    Researcher
    Unilasalle-Rj 2018 - Aug 2024
    Niterói, Rio De Janeiro, Brazil
    I coordinate several undergrad projects on e-health. Among those, I mainly coordinate grad and undergrad student researchers applying Machine Learning to real-world health problems.Selected projects:● SmartCare IoT Environment: This project aims to create mechanisms in a Smart Home to alleviate the agitation of the elderly with Alzheimer's automatically. Using non-invasive sensors to monitor the older person's movement through the room and using Machine Learning techniques to identify agitation. Then the room can use actuators to administer the appropriate treatment through aroma and lighting therapies.● Games for children with physical disabilities: We create computer games for application in science teaching accessible to students with physical and motor disabilities in basic education.
  • Connect Marketing Digital
    Technical Co-Founder
    Connect Marketing Digital 2014 - 2018
    Niterói, Rio De Janeiro, Brasil
    We created technology solutions to help small and medium-sized businesses to reach online customers. Our agency worked with web ads, targeting, web development and design.Management activities: Strategic planning, sales, financial, graphic design, analysis and creation of digital marketing strategiesTechnical activities: Web design, Digital design, Motion Graphics, Websites and web applications, landing pages, retargeting, and innovative projects such as chatBots;

Raphael Abreu, Phd Skills

Arte Digital Desenvolvimento De Software Motion Graphics Adobe Photoshop Css Html Desenvolvimento De Sites Mysql Uml Leadership

Raphael Abreu, Phd Education Details

Frequently Asked Questions about Raphael Abreu, Phd

What company does Raphael Abreu, Phd work for?

Raphael Abreu, Phd works for Nearsure

What is Raphael Abreu, Phd's role at the current company?

Raphael Abreu, Phd's current role is Senior Machine Learning Engineer.

What schools did Raphael Abreu, Phd attend?

Raphael Abreu, Phd attended Universidade Federal Fluminense, Cefet/rj - Centro Federal De Educação Tecnológica Celso Suckow Da Fonseca, Unilasalle-Rj.

What skills is Raphael Abreu, Phd known for?

Raphael Abreu, Phd has skills like Arte Digital, Desenvolvimento De Software, Motion Graphics, Adobe Photoshop, Css, Html, Desenvolvimento De Sites, Mysql, Uml, Leadership.

Who are Raphael Abreu, Phd's colleagues?

Raphael Abreu, Phd's colleagues are Michel Hauzeur, Maximo D., Jordan Raji Lazo Cahua, Sol Morena, Maximo Silva Pérez, Diego Furest, Alexander Ghersi.

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