My CVAbout Me
Here is Luan Sousa
I hold a Bachelor’s degree in Statistics from the Federal University of Ceará (UFC) and am currently pursuing a Master’s degree in Statistics at the Federal University of Rio de Janeiro (UFRJ). My academic background provides a solid foundation in Statistical Theory, Machine Learning, and Computational Methods.
I am proficient in Python and R for statistical computing, data retrieval and processing using SQL, predictive modeling with scikit-learn, and data visualization through Tableau, Matplotlib, and Seaborn.
My undergraduate research focused on supervised learning applications, specifically predictive modeling in competitive gaming environments. Currently, as a Master’s student, my research interests include regularization techniques in high-dimensional models and Bayesian methods, with emphasis on Bayesian Networks and Bayesian Artificial Intelligence.
I am committed to the application of rigorous statistical methodologies to complex real-world problems, aiming to produce reproducible research and actionable insights.
For academic or professional inquiries, please contact:
Email: luansousa@protonmail.com
Research Interests
- Regularization and Variable Selection
- High-Dimensional Statistical Learning
- Bayesian Networks and Graphical Models
- Bayesian Artificial Intelligence
- Supervised and Unsupervised Learning
News and Updates
- August 2024: Presented “Adjusted Zero Gamma Inverse Regression Model” (Modelo de regressão gama inversa com zeros ajustados) at the 25º SINAPE, Fortaleza, Brazil.
- March 2025: Defended undergraduate monograph “Predictive Modeling of League of Legends Using Supervised Learning” (Modelagem Preditiva de League of Legends Usando Aprendizado Supervisionado) with top honors.
- March 2026: Began Master’s degree in Statistics at the Institute of Mathematics, Federal University of Rio de Janeiro.