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Carlos Eduardo Moreira Dos Santos is a seasoned software engineer with 20+ years of experience in full-stack web development, system architecture, and data science. He has worked as a Senior Data Engineer at Blue Onion, Head of Data Science | System Architect at Destaxa, and Software Engineer, System Architect at Nexu Transaction Technologies Ltd. He has also worked as a Freelancer, Undergraduate Researcher, and Co-founder at Tailorbirds. He holds a Master of Business Administration - MBA from Instituto de Ciências Matemáticas e de Computação (ICMC) - USP and a Bachelor in Computer Science from Instituto de Matemática e Estatística - Universidade de São Paulo (IME-USP).

Credentials

  • Cryptography and Payments - Thales payShield 10k, 9k
    First Tech Tecnologia
    Feb, 2020
    - Apr, 2026
  • DIGITAL STRATEGIES FOR BUSINESS: LEADING THE NEXT-GENERATION ENTERPRISE
    Columbia Business School Executive Education
    Jan, 2020
    - Apr, 2026
  • Structuring Machine Learning Projects
    Coursera
    Nov, 2017
    - Apr, 2026
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Oct, 2017
    - Apr, 2026
  • Neural Networks and Deep Learning
    Coursera
    Sep, 2017
    - Apr, 2026

Experience

    • Senior Data Engineer
      • Mar 2023 - Present

  • Destaxa
    • São Paulo, Brazil
    • Head of Data Science | System Architect
      • Oct 2019 - Mar 2023
      • São Paulo, Brazil

  • Nexu Transaction Technologies Ltd
    • São Paulo Area, Brazil
    • Software Engineer, System Architect
      • May 2018 - Jan 2021
      • São Paulo Area, Brazil

      - Building a cloud-native online transaction processing system- Kubernetes migration- Microservices- DevOps: CI, CD

  • Freelancer
    • São Paulo Area, Brazil
    • Freelancer
      • Jan 2018 - Apr 2018
      • São Paulo Area, Brazil

      - Applied Machine Learning to detect suspicious expenses in corporate health insurance plans;- Designed the architecture and implemented a prototype of a full-stack solution for CPU-intensive tasks, with real-time notification in the web browser;- Technical translation from Spanish to Portuguese.- Main technologies: WebSockets, queue, Python, Pandas, Celery, Redis, Docker, MongoDB, Metabase

  • Unesp
    • São Paulo Area, Brazil
    • Software Engineer
      • Jan 2017 - Dec 2017
      • São Paulo Area, Brazil

      Worked with Python and OpenFlow for HPC networks in the Kytos project, sponsored by Huawei. Besides both low- and high-level programming, we also added automated tests with continuous integration across several of our sub-projects. My talk in the Kytos Summit, 2017 was about automated tests.

    • Technical Manager
      • 2011 - 2013

      Project CHOReOS: Large-Scale Choreographies for the Future Internet (European Commission FP7 Project).CHOReOS objective is sustaining decentralized service choreographies in the Future Internet. It revisits the concept of choreography-centric service-oriented systems to introduce a dynamic development process and associated methods, tools, and middleware referred to as CHOReOS Integrated Development and Runtime Environment (IDRE) for the software systems that implement and coordinate the services in the Ultra Large Scale Future Internet. A series of institutions participate on the project, namely CNR (IT), University of Camerino (IT), Linagora (FR), INRIA (FR), MLS Multimedia A.E. (GR), No Magic Europe(LT), OW2 Consortium (FR), The City University (UK), University of Ioannina (GR), Università degli Studi dell Aquila (IT), SSII VIA (LV), Virtual Trip Ltd. (GR), Wind Telecommunicazioni S.p.A (IT), Universidade de São Paulo (BR), CEFRIEL (IT), Elis Consel (IT)...

    • Technical Manager
      • 2011 - 2012

      Project Baile: Enabling Scalable Cloud Service ChoreographiesBaile is a research project funded by HP Brazil and carried out at the IME-USP FLOSS Competence Center in collaboration with HP Labs. The Baile project aims to study and resolve problems related to the development and use of web service choreographies in large-scale environments, in particular those related to Cloud Computing. The project investigates means by which choreographies can evolve and adapt when the services they are composed of are in constant change, keeping the quality of service in acceptable levels when these services fail or the cloud resource availability fluctuates.

    • Undergraduate Researcher
      • 2010 - 2011

      Project InteGrade - a middleware for opportunistic Grid ComputingThe InteGrade project is a multi-university initiative aimed at building a novel object-oriented Grid middleware that focuses on leveraging the idle computing power of commodity workstations such as PCs in shared laboratories, corporate employee workstations, and household PCs.

  • Tailorbirds
    • São Paulo Area, Brazil
    • Co-founder
      • Jun 2010 - Feb 2011
      • São Paulo Area, Brazil

      Software development and consultancy. Some of our clients: Telefonica, Festival do Minuto, Naval Engineering Department of Polytechnic School of University of Sao Paulo.

  • Universidade de São Paulo
    • São Paulo e Região, Brasil
    • Administrador de Rede
      • Jan 2007 - Dec 2008
      • São Paulo e Região, Brasil

      Rede Linux com dezenas de computadores disponíveis aos estudantes de graduação. Provê serviços de impressão, site pessoal, e-mail, instalação de aplicativos para disciplinas, instalação de Linux em computadores pessoais através de Install Fest, curso básico de Linux, etc.

  • Verix Consultoria
    • São Paulo Area, Brazil
    • Developer
      • 2003 - 2005
      • São Paulo Area, Brazil

      Full-stack web developer, mostly LAMP projects.

Education

  • 2006 - 2010
    Instituto de Matemática e Estatística - Universidade de São Paulo (IME-USP)
    Bachelor in Computer Science, Distributed Systems
  • 2020 - 2021
    Instituto de Ciências Matemáticas e de Computação (ICMC) - USP
    Master of Business Administration - MBA, Data Science
  • 2015 - 2015
    The University of Tokyo
    Special Research Student, Distributed Systems
  • 1997 - 1999
    Colégio Vértice
    Ensino médio

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