Pedro Arantes

Experience

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  LEDES - Laboratório de Engenharia de Software

  Sept 2021 - Sept 2022

  Scientific initiation scholarship holder

  • Research project around Software Ecosystems Death on Open Source Projects.• Responsible for data mining and treatment - Python, Pandas and SQL.• Responsible for topic extraction from development contributions (Issues and PRs) on GitHub projects.• Responsible for analyzing social communication and interaction between developers using social networks - Graphs and Metrics.• Responsible for writing papers and reports for my supervisors weekly - Report Writing.

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  Ernesto Borges Advogados

  Dec 2022 - Jul 2024

  Data Engineer

  • Responsible for data discovery and requirements analysis - SQL and documentation.• Responsible for data ingestion of processes inside the company - Airflow and Microsoft Fabric.• Responsible for data treatment and processing - Databricks and Pyspark.• Responsible for data visualization and dashboard development - Power BI.• Responsible for meeting with managers to present information about their operations.

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  Reshape Lab NAU

  Aug 2024 - now

  Graduate Research And Teaching Assistant

  • Conducting research on governance models in Open Source Software (OSS) projects, focusing on community activity and social interaction behavior - Research on Governance Models, Community Engagement Analysis.• Mining data from OSS repositories and conducting surveys to analyze engagement patterns before, during, and after the implementation of governance models - Data Mining, Survey Analysis.• Developing machine learning models to predict when developers may step away from OSS projects, leveraging activity patterns to inform maintainers about potential impacts - Predictive Modeling, Activity Pattern Analysis.• Contributing to the development of the OSS-Doorway project, a gamified tool to help students learn GitHub and engage with OSS ecosystems - Gamification, Educational Tool Development.• Conducting lab studies to validate the learning outcomes of the OSS-Doorway project and enhance community engagement in OSS - Experimental Research, Learning Outcome Validation.• Responsible for writing research papers, reports, and presenting findings at conferences - Academic Writing, Report Presentation. Show less