Inteligência Artificial

Adapted a pretrained ResNet18 for chest X-ray classification across 7 lung diseases by converting the model to grayscale input and fine-tuning end-to-end on Kaggle data.

Custom CNN built from scratch to classify skin lesions as melanoma (0/1), validated checkpoint-by-checkpoint and designed for mobile-ready deployment.

Cleaned and combined US economic indicators (1960–2020) and compared Linear Regression vs Random Forest for inflation prediction using MSE on a time-based split.

An original quadruped robot platform I designed from mechanics to software and led technically, reaching the top 15 in the Teknofest Disaster category.

Experimental project exploring autoencoders, VAEs, and conditional GANs to generate a mannequin try-on image from a T-shirt input.

A wheelchair prototype that uses an AI model to analyze EEG brain signals and translate the user’s mental commands into directional control.

Led the software development for an autonomous surface vehicle in a nationally recognized defense industry competition, achieving 4th place. Managed full software architecture, including embedded systems and…

A life simulation in which bacteria learn to sense their environment and find food using neural networks and genetic algorithms.

A self-learning physics-based vehicle simulation in which a genetic algorithm evolves faster and more capable vehicles across generations.

A PyQt implementation of Snake controlled by a custom self-learning AI algorithm rather than a human player.