PhD candidate in Systems and Computer Engineering from the Federal University of Rio de Janeiro (UFRJ), master's degree in IT from the Federal University of the State of Rio de Janeiro (UNIRIO), bachelor's degree in Computer Science from the Federal University of Pará (UFPA). I have experience gathering, prioritizing and specifying requirements, analyzing and developing systems. I currently work with the development and training of machine and deep learning models.
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Academic Researcher (Doctorate)Federal University Of Rio De Janeiro Mar 2018 - Aug 2024Rio De Janeiro, Rio De Janeiro, BrasilI carried out research into urban mobility using artificial intelligence, with a focus on Federated Learning.I created a framework in Python for periodic detection of urban communities via the distributed processing of GPS data.Furthermore, I manipulated large volumes of GPS data, extracting valuable insights for the research.I published an article in the renowned journal Ad Hoc Networks (Elsevier), highlighting the results of my research.
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Software DeveloperRnp Aug 2022 - Jul 2024Rio De JaneiroI collaborated on research into 5G/6G networks.I developed a network traffic simulator in Python. I implemented basic machine learning models using TensorFlow for preliminary analysis on disaggregated networks.Conducted experiments and data collection to support research. -
Software DeveloperProntlife Oct 2019 - Mar 2021Rio De Janeiro, Rio De Janeiro, BrasilI have participated in the development of medical applications and websites, using modern technologies such as JavaScript, TypeScript, React and React Native.I contributed to the delivery of new features in collaboration with cross-functional teams.Likewise, I actively participated in the integration of new systems, improving the end-user experience. -
Academic Researcher (Master'S Degree)Federal University Of The State Of Rio De Janeiro Mar 2015 - Aug 2017Rio De Janeiro, Rio De Janeiro, BrasilI researched the communication of devices in opportunistic/delay-tolerant networks, an innovative and challenging field.I developed a communication protocol in Java based on the history of encounters in urban spaces.Also, I carried out data collection and analysis activities using network simulators.I have presented and published three papers in leading conferences and journals, including SBRC and IEEE Access. -
Software DeveloperAcception Tecnologia Mar 2014 - Jan 2015Belém, Pará, BrasilI helped develop complex websites for client O Boticário, using Grails, Java and JavaScript.I processed large volumes of financial data for client Rede Sysdata, improving operational efficiency.Furthermore, I learned and implemented agile practices in software development, improving the team's productivity.
Diego Souza Education Details
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Systems And Computer Engineering -
Computer Science
Frequently Asked Questions about Diego Souza
What is Diego Souza's role at the current company?
Diego Souza's current role is Systems Analyst, PhD candidate in Systems and Computer Engineering from the Federal University of Rio de Janeiro (UFRJ)..
What schools did Diego Souza attend?
Diego Souza attended Ufrj - Federal University Of Rio De Janeiro, Federal University Of The State Of Rio De Janeiro, Federal University Of Pará.
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Diego Souza
Rio De Janeiro, Rj -
Diego Souza
Belo Horizonte, Mg -
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Diego Souza
Manufacturing Excellence | Lean Six Sigma Black Belt | Process Management | Tpm | LeanGreater São Paulo Area1br.nestle.com -
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