adar-sleep-stages

Project for the Diagnosis and Self-Regulation Algorithms class. Goal: development of an unsupervised methodology to differentiate the different sleep stages

bd-cinebase

Development of a movie website using PHP and MySQL

bioinformatics-projects

Implementations of some bioinformatics-related algorithms: gene expression analysis, protein structure prediction, sequence alignment, and graph algorithms.

blood-vessel-segmentation

Project developed to calculate the number of vessels, their diameter, and the number of bifurcations from 3D files of a vascular network.

cell-segmentation

This project implements cell segmentation and classification of red and white blood cells using the YOLOv8 model.

cnsd-eeg-seizure-prediction

Project for the Neuronal and Fuzzy Computation class. Goal: To build, train and test multilayer networks for the prediction and detection of epileptic seizures

cnsd-ocr

Project for the Neuronal and Fuzzy Computation class. Goal: apply OCR technology by creating NN specialized in identifying handwritten digits.

coursework-archive

This repository contains the materials from AI and ML courses: DL; NLP; AI for medicine

deep-learning-specialization

Labs and assignments of the Deep Learning Specialization

friends-classifier

is-project2

Project for the Systems Integration class. Tiered application, using Java EE technologies

is-project3

Project for the Systems Integration class. Development of a website using Django and ReactJS

is-tutorial

Workshop given to the Systems Integration class about ReactJS + Django App Development

is-xml-project

Project for the Systems Integration class. Usage of XML technologies and techniques for reading, validating, processing, and writing XML documents

joanabaiao

joanabaiao.github.io

My portfolio showcasing projects and achievements

ml-utils

pneumonia-detection

Pneumonia classification from chest X-ray images with Convolutional Neural Networks and Inception-V3.

rp-covid-prediction

Project for the Pattern Recognition class. Goal: Predict the outcome of the disease Covid-19 using patient data along with background data, as the weather.

si-oop-domino

Simple implementation of the Domino game for the Computer Systems class, using OOP.

si-rmi

Development of a client application that calls a set of operations implemented in an RMI server, for the Computer Systems class

si-sockets

Implementation of the game "Tower of Hanoi" for the Computer Systems class, using sockets

si-tower-of-hanoi

Simple implementation of the game "Tower of Hanoi" for the Computer Systems class

strava-data-pipeline

Developed an ETL pipeline using Python to extract data from the Strava API, transform it, and load it into PostgreSQL weekly. The process is automated with Airflow.