Oculus: Fraud Detection Web Application

This project is an end-to-end fraud detection platform built with Python, scikit-learn, PostgreSQL, and Streamlit. It features automated preprocessing pipelines, a high-performing Random Forest model, and a connected PostgreSQL database for transaction storage and predictions.

End-to-End Data Warehousing Project using SQL Server

This project showcases a Data Warehousing pipeline built on SQL Server, using CSV datasets extracted from ERP and CRM systems. It follows the Medallion Architecture (Bronze, Silver, Gold) to incrementally transform raw data into valuable business insights.

Customer Churn Prediction

Conducted exploratory data analysis (EDA) and developed a Random Forest classification model to predict customer churn.

Stock Market Analysis with Numerical and Textual Data

This analysis provides insights into the performance and sentiment surrounding Apple Inc. (AAPL) stock, combining textual analysis of news articles and numerical analysis of historical stock data.

Payroll System for MotorPH

The MotorPH Payroll System is a desktop-based Java application designed to streamline essential HR tasks. It allows HR personnel to manage employee records, handle leave requests, and process payroll with accuracy and efficiency.

Internship Management System

A comprehensive web application built with Laravel 13 for managing internship programs, streamlining the recruitment, assignment, evaluation, and placement processes for the admin, HR, interns and supervisors.