**MSc Candidate & Researcher in Computer Science @ UNESP | Bioinformatics | Computational Agriculture | Computational Intelligence
I'm a Computer Science researcher at São Paulo State University (UNESP), working at the intersection of computational intelligence, bioinformatics, and agricultural technology. My research combines machine learning with biological and agricultural applications, developing interpretable AI models for real-world impact.
- Bioinformatics: Protein-protein interaction analysis, structural biology, hotspot prediction
- Computational Agriculture: Collaborating with Embrapa Digital Agriculture on STING_RDB
- Computational Intelligence: Feature selection, ensemble methods, explainable AI (SHAP)
- Industry Experience: IT Manager at Estiva Bioenergia
- Academic: MSc Computer Science candidate (UNESP, 2023-2025)
- Publishing:
Computational Intelligence -> Applied to Bioinformatics -> Solving problems in Agriculture & Biology
Algorithms: Random Forest · SVM · XGBoost · Neural Networks · Feature Selection · Ensemble Methods
Tools: BioPython · STING_RDB · PDB · CD-HIT · SHAP · Statistical Analysis
Stack: ETL Pipelines · Database Design · Version Control · Documentation