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I love Computer Science and AI.

about About Me

struct Rodrigo {
    name: String,
    background: ComputerScience,
    primary_skillset: Vec<Box<dyn Skill>>,
    main_languages: Vec<Box<dyn ProgrammingLanguage>>,
}

impl Rodrigo {
    pub fn new() -> Rodrigo {
        Rodrigo {
            name: "Rodrigo Santos de Carvalho".to_string(),
            background: ComputerScience {
                university: "UFSC".to_string(),
            },
            primary_skillset: vec![
                Box::new(SoftwareEngineering {}),
                Box::new(AI {}),
                Box::new(ML {}),
                Box::new(ComputerVision {}),
                Box::new(BackEnd {}),
            ],
            main_languages: vec![
                Box::new(Python {}),
                Box::new(CPlusPlus {}),
                Box::new(Rust {}),
                Box::new(CSharp {}),
                Box::new(Java {}),
            ],
        }
    }
}

Langs and Tools:

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Highlighted Projects

  • DocTour.AI - A Rust project to use LLMs to interpret and gain insights from documents;
  • pyEasyML - Python Machine Learning framework that makes developing ML applications easy;
  • Lane Detection - Machine Learning model to segment lanes and find the center of lane in a road;
  • BrickShootersII - A classic spaceship shooter game implemented in C++ with the Concurrency lib I developed with two friends;
  • ExtendClass - Python lib for class extension, useful for modifying a class without inheritance;

Readme Card Readme Card


Get to know me further!

🏡 website | 👔 linkedin

Rodrigo Santos de Carvalho's Projects

anomalydetectorwithcnn icon anomalydetectorwithcnn

This software runs an anomaly detection on a dataset, with a Convolutional Autoencoder (CAE). It just needs a health data input to train it and then it can detect anomalies in a test dataset. The name of the variables that the CAE will run detection on shall be defined in CAE.denitions.CAE_VAR_LIST. NOT FINISHED

brickshootersii icon brickshootersii

A classic space ship shooter game implemented in C++ with the Concurrency lib I developed with two friends at uni.

doctour.ai icon doctour.ai

Repository to store POC and MVP of DocTour.AI's AI core

extendclass icon extendclass

A Python library that allows class extensions. No inheritance is needed to add methods to a class anymore.

graphmodulecpp icon graphmodulecpp

A graph module to implement Graphs in C++ made by me and two friends.

misfire-detection icon misfire-detection

This git contains the files used for the paper "Machine learning for real-time Misfire Detection based on ECU data", by Rafael Canal, Felipe Kaminsky Riffel, João Paulo Bonomo, Rodrigo Santos de Carvalho, and Giovani Gracioli.

pyeasyml icon pyeasyml

Python version of my machine learning framework that provides data preprocessing, feature selection, classification, regression and even more complex deep learning models, model persistence, autoencoders and anomaly detection

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