📍 Based in Sorocaba, Brazil
Computer Science undergraduate at Universidade de Sorocaba (UNISO) with a technical background from ETEC Fernando Prestes.
I use applied data science, statistical modeling, and full-stack development to build cool stuff.
Python, NumPy, Object-Oriented Programming
- Built an open-source Python analytical engine to process match statistics from competitive Brawl Stars tournaments.
- Designed a multidimensional rating algorithm inspired by esports frameworks (HLTV), implementing elastic power-curve normalization to mitigate outlier bias in small samples.
- Modeled conditional game logic across 100+ entities, including objective weight matrices and synergy modifiers.
Python, Scikit-learn, Pandas, NumPy, Time Series
- Conducted a predictive modeling study evaluating regression algorithms (Linear, Ridge, Decision Tree, and Random Forest) on socioeconomic and climate time-series data from the Xingu basin (2015–2025).
- Engineered temporal lag features and reduced dimensionality from 25 to 14 attributes to prevent overfitting on limited sample sizes.
- Implemented chronological cross-validation via
TimeSeriesSplitacross 5 windows, identifying institutional regime shifts and achieving an$R^2$ of up to 0.63 in regular intervals.
👜 ModaBOX
TypeScript, React Native, Node.js, PostgreSQL, GCP
- Developed full-stack features for a mobile marketplace, structuring 48 REST API endpoints and 12 relational entities.
- Implemented core security practices using OWASP standards and Argon2id hashing for authentication.
- Modeled PostgreSQL relational queries utilizing native Full-Text Search (
tsvectorand trigrams) for product catalog indexing. - Built a cross-platform mobile interface in React Native with unified navigation for customer, merchant, and delivery roles.
PHP, Laravel, MySQL, MVC
- Built an agricultural e-commerce web platform applying the Model-View-Controller (MVC) architecture.
- Developed catalog CRUD workflows, secure user authentication, and session-based cart state management.
- Languages: Python, TypeScript, JavaScript (ES6+), PHP, SQL
- Data Science & ML: NumPy, Pandas, Scikit-learn, Time-Series Analysis, Feature Engineering
- Backend & Cloud: Node.js (Express), Laravel, Google Cloud Platform (GCP), RESTful APIs, JWT, Argon2id, OWASP Guidelines
- Databases: PostgreSQL (Full-Text Search), MySQL
- Frontend & Mobile: React Native, React.js, Tailwind CSS, Context API, Redux
- Engineering Practices: Git / GitHub (Git Flow), OOP, MVC, SOLID Principles, Unit Testing Basics
"Who will you think of
as your whole life flashes
right before your eyes?"