Projects
2023
Stroke Prediction*
Machine Learning, Software Engineering
A Django app for a database of stroke patients, which includes a random forest model for stroke prediction.
2023
Steam Games
Data Visualization
An interactive visualization of steam games.
2022
Handpose Trainer
Machine Learning
A webapp used to collect handpose data intended for supervised learning.
2021
Soiree Disarray
Artificial Intelligence
An interactive demo of breadth-first search for pattern matching.
2020
KalamanC*
Programming
A programming language written in C++ that can easily be ported to different languages.
* no gui
Papers
2024
Detecting AI-Generated Online Reviews in Amazon
Machine Learning, Large Language Model
A comparative analysis of various machine learning models in detecting fake online reviews generated by GPT-2.
2023
A Comparative Analysis of VGG19 and DenseNet201 on Neural Style Transfer
Machine Learning
An analysis on the effect of using different base models for neural style transfer.
2023
Jollibee Foods Corporation Stock Price Forecasting with ARMA-GARCH
Time Series, Forecasting, Finance
A case study on the stock price of Jollibee.
2023
Exploring Indie Games on the Steam Games Dataset
Data Science
A companion paper to the steam games visualization project.
2022
The Effect and Causality of Urbanization on Per Capita GDP in ASEAN States
Causality, Data Science
An analysis on the effect of urbanization on GDP using Granger causality.
2022
A Mathematical Model of Serious and Minor Crimes in the Philippines
Mathematical Modelling
A mathematical model of criminal activity using partial differential equations.
2022
Predicting Temperature from Air Quality Data in Italy
Time Series, Forecasting
An ARMA for predicting temperature based on air quality.
2022
Predicting Water Scarcity in ASEAN
Data Science, Regression
A multiple linear regession model for predicting water scarcity in ASEAN.
2021
Randomized Agent-based Pandemic Intervention and MoDeller (RAPID)
Mathematical Modelling
An agent-based compartmental model for COVID-19.