Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning

Source for book "Feature Engineering A-Z"

Graduation project to Bachelor's degree in Computer Science.

A web application developed to generate captions from images. It can also detect edges and corners of an image. Furthermore, it can perform comparative anomaly detection.

A Jupyter notebook documentation of an ETL (extract -> transform -> load) data pipeline

Simple in-memory vector database for text similarity in Node.js

Generalized factor model for ultrahigh dimensional mixed-type data

Implementation of a traditional classifier of argumentative components (claims and premises), trained with features/metadata previously extracted from manually annotated argumentative sentences from the citizen proposals available in the Decide Madrid platform.

The "Movie Genre Prediction" project is a comprehensive machine learning system designed to forecast a movie's genre by analyzing its attributes. By employing advanced machine learning methods, it strives to improve genre classification accuracy, offering valuable insights to creators, film aficionados, and the entertainment sector.

I have created a book recommender system that recommends similar books to the reader based on his/her interest. This project shows results of collaborative and content-based filtering of the given dataset.

A Natural Language Processing model to perform Sentiment Analysis of US Airline Customers

ML Pipeline. Detail documentation of the project in README. Click on actions to see the script.

Applied Machine Learning projects includes: a supervised machine learning model to classify emails from the given dataset as spam and not-spam. 2.

Detecting potential corruption events from public expenditure time-series data

This project crawls Amazon reviews and extracts features and opinions to calculate a feature based rating of every product (mainly smartphones) Done with python, pyqt5

Covid Detection via CT Scan Image Analysis

Big Data and Cloud Computing Mini Project 2 - March 07, 2022

Recommender Systems 2021/2022: Content Based Recommenders Project