| MACHINE & DEEP LEARNING | |
|---|---|
| ESRGAN: Image Upscaler | An image upscaler using Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN). |
| Nexbit: Crypto Dashboard | A cryptocurrency analytics and forecasting dashboard powered by news sentiment. |
| Stock Market Trend Forecast | Forecasting stock market trends using machine learning. |
| Valorant Match Prediction | Predicting Valorant game winners using machine learning. |
| Titanic Survivor Prediction | Predicting Titanic passengers' survival using machine learning. |
| Credit Card Fraud Detection | Detecting fraudulent credit card transactions using machine learning. |
| Neural Network using Numpy | Implementing a simple neural network using only Numpy. |
| Gradient Descent from Scratch | Implementing gradient descent for linear regression from scratch. |
| LULC Prediction in Camiguin Province | A CA-ANN approach for LULC Prediction in Camiguin Province using QGIS and MOLUSCE. |
GENERATIVE AI |
|
| WorkFit AI | An HR resume screening assistance tool. |
| Shakespeare | An AI scriptwriting tool for YouTubers. |
| ChatGPT Clone | A ChatGPT clone with summarization option. |
| Yeast AI | An AI tool for local micro bakeries in the Philippines (BPI DATA Wave 2024). |
| MovieGeek | A movie idea generator built with LangChain. |
| Emigo | Chat with a study buddy powered by AI. |
ANALYSIS & VISUALIZATION |
|
| Walkable | A project proposal for PJDSC 2024 on urban mobility. |
| New York City Map | A land use and land cover map of New York City using QGIS. |
| Singapore Regions Map | A simple data visualization of Singapore's regions using QGIS. |
| Average Precipitation Map | A 3D data visualization of average precipitation using R. |
| Martial Law in Data | A data visualization of how martial law shaped the Philippine economy. |
| SimpleCorr | A simple data correlation visualizer built in Streamlit. |
| YouTube Video Analyzer | A Chrome extension that analyzes YouTube video comments through sentiment analysis. |
ALGORITHMIC TRADING |
|
| Mean Reversion Trading | A trading algorithm based on a popular financial theory. |
| Markov Chain Trading | A trading algorithm based on Markov probability theory. |
| TradeStrats: Backtesting Tool | A platform for testing trading algorithms, built with Streamlit. |
COMPUTER VISION |
|
| Blackjack Card Counter | A computer vision model designed to beat blackjack. |
| Rock-Paper-Scissors Game | Play against a computer in a rock-paper-scissors game using computer vision. |
| Virtual Mouse | A hand-tracking virtual mouse using computer vision. |
| YOLOv5s Object Detection | A simple object detection web application using YOLOv5s. |
PACKAGE & PLUGINS |
|
| Fancytest | A Python package that tests function call instances using a simple decorator. |
| RealWeather Plugin | A Figma plugin for getting real-time weather data. |
| IconGrid Plugin | A Figma plugin for generating icon grids. |
OTHER PROJECTS |
|
| Raze | A competitive workflow platform that boosts productivity through global ranking. |
| Basic FastAPI Demo | A basic FastAPI implementation and Render deployment. |
| Basic MERN App | A basic MERN stack web application. |
| Daily Top Stock | A Twitter bot that posts daily top-performing S&P 500 stocks. |
| YouTube Video Downloader | A simple YouTube video downloader made with Flask and Pytube. |
| YouTube Video Analyzer API | A Flask API implementation for the YouTube video analyzer Chrome extension. |
| Hotel Reservation System | A hotel reservation system built in Java. |
| Weather Checker | A web application for checking weather using Streamlit, OpenWeather API, and Windy. |
| Flask with Authentication | A simple Flask website with user authentication. |
| Matrix Encryption | A web application for encrypting and decrypting messages using matrix multiplication. |
| Mini Python Scripts | Short Python scripts created for automation and other tasks. |
