Portfolio

Oriented Object Detection on Fisheye Security Cameras

Innovative object detection system using PyTorch, tailored for fisheye security camera datasets. This system is designed to accurately predict oriented bounding boxes, overcoming the unique challenges posed by fisheye lens distortions.

The Scot Bot

The Scot Bot is a question and answer system. The system leverages a large language model and a data ranking algorithm to answer a user’s question about a Monmouth College courses.

Robust Shadow Detection

Enhanced Road Sign Recognition with Adaptive Thresholding and Edge Mapping to Defend Against Shadow-Based Adversarial Attacks

COVID Data Visualization and Cleaning

This project is dedicated to the cleaning and visualization of COVID-19 data to provide clear and insightful information about the pandemic’s spread and status before jan 2022.

Modeling The Connection of Products, Demographics, and Social Media

A Graph of Graphs framework to analyze connections between products, demographics, and social media. The model provides insights for optimal advertising on social media platforms, enhancing targeted marketing strategies through hierarchical network representation and data mining techniques.