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Guilherme B.
Data Engineer

Visual Basic
Spark
Apache Hadoop
Microsoft Sql Server
Html
Javascript
Python
C++
C#
Mongodb
Bio

Holding degrees in Control and Automation Engineering as well as postgraduate qualifications in Data Science and Big Data, this professional possesses comprehensive experience as a full-stack software developer. Contributions have been made to the development of automation systems, web systems, desktop applications, and data manipulation projects. Proficiency has been demonstrated using a range of technologies, including Python, SQL, Angular, C#, .NET, MySQL, Jupyter, and Git. Currently serving in the role of data scientist/engineer, responsibilities encompass engaging directly with clients to define project scopes, understanding business and data requirements, and executing tasks such as data filtering, modeling, and outcome evaluation.

  • Data Scientist
    8/1/2021 - Present

    Managed projects directly with end clients, overseeing all stages of data project development from business conception to model deployment. Conducted meetings in both English and Spanish. Acted as the technical representative in the hiring process for new data area collaborators. Developed Machine Learning models and deployed software solutions using Python. Utilized Jupyter for analytical purposes, employing libraries such as scikit-learn, plotly, matplotlib, and scipy to support model development and visualization.

  • FullStack Software Developer
    4/1/2020 - 8/1/2021

    Developed, maintained, and monitored real-time systems for the industrial sector, ensuring robust and efficient operations. Managed projects collaboratively with the team using the Scrum methodology, enhancing productivity and organization. Demonstrated technical expertise in .Net, .NetCore, and C#, along with proficiency in SqlServer and OPC for database and connectivity solutions. Utilized Xamarin for mobile application development and Python for scripting and automation tasks. Gained experience with Knime for data analytics and workflow automation, contributing to overall system improvements.

  • Systems Analyst
    6/2/2014 - 4/1/2020

    Developed control systems and automated industrial processes while incorporating business analysis activities to enhance client operations. Delivered solutions aimed at improving internal processes, providing insights and driving innovation. Demonstrated expertise in developing web systems using Angular, HTML, JavaScript, C#, and SQL. Utilized agile methodologies for efficient project development and monitoring.

  • Control Systems Intern
    9/2/2012 - 6/2/2014

    Gained expertise in developing applications using Siemens Step 7, Siemens Logo Soft, and Rockwell Family 5 and e5000 PLCs. Specialized in creating supervision systems utilizing Siemens WinCC and WinCC Flexible, Rockwell FactoryTalk SE and ME, and Wonderware InTouch. Acquired proficiency in configuring and starting up ProfibusDP industrial networks. Competently configured and initiated intelligent E3 relays and Simocode within communication networks, as well as Siemens Micromaster 440 frequency inverters. Conducted comprehensive platform testing with clients, focusing on commissioning and start-ups.

  • Engineering Intern
    9/2/2010 - 2/2/2012

    Engaged in the development and assembly of commercial and technical proposals targeting the industrial sector, with a specialization in specifying components for assembling electrical panels and frequency inverters. Effectively monitored quotations with suppliers to ensure competitive pricing and timely delivery. Maintained and optimized control systems including Programmable Logic Controllers (PLCs) and Supervision Systems, enhancing operational efficiency and system reliability.

  • Technology in Automation and Control Engineering at Pontifical Catholic University of Minas Gerais
    2008 - 2014

  • Data Science at Pontifical Catholic University of Minas Gerais
    2017 - 2018

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