Joana Baião's Projects
Project for the Diagnosis and Self-Regulation Algorithms class. Goal: development of an unsupervised methodology to differentiate the different sleep stages
Development of a movie website using PHP and MySQL
Implementations of some bioinformatics-related algorithms: gene expression analysis, protein structure prediction, sequence alignment, and graph algorithms.
Project developed to calculate the number of vessels, their diameter, and the number of bifurcations from 3D files of a vascular network.
This project implements cell segmentation and classification of red and white blood cells using the YOLOv8 model.
Project for the Neuronal and Fuzzy Computation class. Goal: To build, train and test multilayer networks for the prediction and detection of epileptic seizures
Project for the Neuronal and Fuzzy Computation class. Goal: apply OCR technology by creating NN specialized in identifying handwritten digits.
This repository contains the materials from AI and ML courses: DL; NLP; AI for medicine
Labs and assignments of the Deep Learning Specialization
Project for the Systems Integration class. Tiered application, using Java EE technologies
Project for the Systems Integration class. Development of a website using Django and ReactJS
Workshop given to the Systems Integration class about ReactJS + Django App Development
Project for the Systems Integration class. Usage of XML technologies and techniques for reading, validating, processing, and writing XML documents
My portfolio showcasing projects and achievements
Pneumonia classification from chest X-ray images with Convolutional Neural Networks and Inception-V3.
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.
Simple implementation of the Domino game for the Computer Systems class, using OOP.
Development of a client application that calls a set of operations implemented in an RMI server, for the Computer Systems class
Implementation of the game "Tower of Hanoi" for the Computer Systems class, using sockets
Simple implementation of the game "Tower of Hanoi" for the Computer Systems class
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.