Gustavo Daré

Development of projects focused on data analysis and processing Data cleaning, manipulation, and exploratory data analysis using Python Application of statistical concepts and data visualization techniques

PANDA - Data Processing and Analysis Group at UFSCar - Universidade Federal de São Carlos (2025-07 – Present)

• Development of projects focused on data analysis and processing
• Data cleaning, manipulation, and exploratory data analysis using Python
• Application of statistical concepts and data visualization techniques
• Collaborative teamwork in the development of analytical solutions

EDROM - Mobile Robotics Development Team at UFU - Universidade Federal de Uberlândia (2021-05 – 2022-11)

• Development of automation and computational logic programs
• Participation in virtual robotics automation competitions
• Team leadership in automation projects, task organization, and technical support

Explainability od AI Models through Fuzzy Rule-Based Systems, PIBIC (June, 2025 - Present)

• Study and application of Explanaible AI (XAI) techniques
• Adaptation and integration of the LIME library for fuzzy systems
• Implementation of fuzzy classification models in Python
• Development of inference functions and local interpretability mechanisms
• Comparative analysis between fuzzy models and classical Machine Learning models
• Experimental evaluation using real and synthetic datasets
• Assessment of variable impact on predictive decisions

Fuzzy-Based Modeling of Variables and Indicators for the Analysis of Sustainable

Development Goals (SDGs) in Disaster Risk Management, FAPESP (Feb, 2025 - May, 2025)

• Systematic literature review on fuzzy modeling and decision-support systems
• Definition and modeling of fuzzy sets and linguistic variables for indicator represetation
• Implementation of fuzzy rule-based systems in Python
• Evaluation of different membership funcion configurations
• Experimental validation of the proposed model

Bachelor's Degree in Computer Science – UFSCar - Universidade Federal de São Carlos (2023-03)