Sergio Pessoa
Data Scientist
Pernambuco, Brazil
Summary
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Top SchoolSergio Pessoa is a Data Scientist and Computer Engineering graduate from UFPE with eight years of experience applying data engineering, ML modeling and advanced visualization to professional football analytics. He has handled ETL and API ingestion from providers like StatsBomb, SkillCorner and Wyscout, built predictive models and automated dashboards using Python, R, Streamlit, Shiny and Plotly, and worked directly with clubs to improve performance-driven decisions. His background includes production-focused data pipelines and SQL systems plus hands-on work at XP Inc. automating trading desk workflows, which gives him a pragmatic blend of analytics and operational automation. Active on Kaggle and GitHub, Sergio bridges research and applied analytics to turn complex spatiotemporal sports data into actionable insights for teams and stakeholders.
7 years of coding experience
3 years of employment as a software developer
Bacharelado Engenharia de Computação, Bacharelado Engenharia de Computação at Centro de Informática UFPE
Github Skills (10)
cin4
computer-networks4
shiny3
statistics3
network-analysis2
distributed-computing2
machine-learning2
deep-learning2
simulate1
projeto1
Programming languages (8)
Github contributions (5)
sslp23/sslp23
Jul 2021 - Sep 2023
Contributions:9 pushes, 1 branch in 2 years 2 months
sslp23/football-transfers
Nov 2024 - Jan 2025
Contributions:29 pushes in 2 months
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