Juan Gomez

Hello!

Welcome to my Github page. I've implemented a basic website using Google's Material Design, to showcase some of the projects I've worked and done in the past. If you want to look at my full repository list, you can find the link below.
Pills on a human's hand

Sentiment Analysis on a Medication Review Site using NLTK and GloVe

Data exploration and sentiment analysis using Python, Natural Language Toolkit (NLTK) and different Scikit-learn machine learning libraries, comparing their results and their ability to predict the sentiment analysis of reviews from the Drugs.com database.

Python: Scikit-learn, NLTK, Pandas Python: Matplotlib, Seaborn
Graphs comparing the performance of different machine learning algorithms

AdaBoost SAMME Algorithm Comparison using Stumps and SVM

The accuracy and time performance of an AdaBoost SAMME algorithm using both stumps and SVM as the base classifier for the algorithm were compared using the Human Activity Dataset. The best performing algorithm was using stumps as the base classifier. This algorithm was then compared to other classifiers, mainly KNN, SVM and random forest.

Python: Scikit-learn, Pandas Python: Matplotlib, Seaborn
Baseball on a green field

Lahman Baseball Hall of Fame Data Mining using SQL and Python

Predicting the probability of a player from the Lahman database to be nominated to the Hall of Fame, using a Naive Bayes classifier implemented in SQL using a GUI designed in Python. The Python portion is only for visualizing the data, the datamining is done using SQL directly for efficiency and speed.

Python: tkinter SQL: MySQL
Graph representing the process to perform image fusion of PET and MRI scans

Medical Image Fusion using Wavelets and Particle Swarm Optimization

MRI and PET image fusion using Discrete Wavelet, Multiwavelet and Dual-Tree Wavelet Transforms as well as Paticle Swarm Optimization (PSO) for finding the best weights for the fusion of the images.

Matlab
Chart indicating the parts of the respiratory system

Angle-measuring device for reducing ventilator-associated pneumonia cases

Design of an angle-measuring device for the prevention of ventilator-associated pneumonia (VAP) on bedbound, intubated patients.

Arduino
A security camera pointing at the camera

Camera Intersection Vertex Cover

Construction of a system for indicating the minimum amount of cameras necessary to cover all the intersections of a road system input by a user, using a vertex cover algorithm.
Python C++

Vertex Cover Algorithms Comparison

Comparison of three vertex cover methods using both a SatSolver and approximation algorithms.
C++

Medtracker

Android Application for keeping track of medication intake. The app used a calendar and a time dialog for selecting the appropriate time and date for the medication intake. The app then reminded the user of taking the medication at the specified time. the app also had a Firebase database for storing medication interactions and alerted the user if there was any side effect due to a drug interaction.
Android

Stephen Hawking Tribute Page

Tribute page of Stephen Hawking, done as an exercise to learn the basics of HTML and CSS.

HTML5