Taylor Clark

Overview As part of a team project, I developed machine learning models to predict movie box office performance and identify key drivers of franchise success using a 1M-record TMDb dataset. My Contributions Cleaned and preprocessed large-scale movie data, handling missing values and removing sparse features Engin... Read More

Formula 1 Social Media Analysis Overview This project explores how Formula 1 race performance relates to fan engagement on social media, with a focus on Reddit. My primary contribution was designing and implementing the Reddit data pipeline used to analyze fan discussions and engagement patterns. My Contribution Built a Re... Read More

Overview This research paper, published in the proceedings of SciTePress, introduces a novel consensus protocol designed for decentralized robotic systems operating in GPS-denied environments. The work focuses on improving coordination, communication efficiency, and reliability in multi-robot navigation. Publication Publish... Read More

Air France Ad Campaign Analysis Overview This project analyzes digital advertising campaign performance for Air France using Excel and Python. The goal was to evaluate profitability, optimize marketing efficiency, and provide data-driven insights to improve return on investment. My Contributions Modeled campaign performanc... Read More

This post highlights a series of big data analytics and machine learning projects I developed using Apache Spark and PySpark. The NBA Shot Log and NYC Parking Violations projects I originally created using Hadoop, and then translated into Spark. These projects demonstrate my ability to process large datasets, build scalable mac... Read More

My machine learning skills continue to grow! During summer 2024, I researched machine learning based detection for cyber attacks in IoMT devices. I noticed a problem in the healthcare industry, the vulnerability of IoMT devices to cyber attacks and the devastating consequences of such attacks, and I sought to use technology to solv... Read More

For my Fall 2023 Data Mining class, our final project was to design and develop a research project implementing different data mining strategies we learned about throughout the semester and present our results in an IEEE standard research paper. My friends and I really enjoy watching Formula 1 together, so I decided to base my project on... Read More

View my Babel NYC website here! In my honors Sacred Texts class, we were given the assignment to express some aspect of the positive, ambiguous, or negative dimensions of hospitality using the creative medium of our choice. I decided to create a photo gallery website to combine my love of compter science with what I had learned in Sa... Read More

Play my Rock, Paper, Scissors game here! This project was made by me using JavaScript! **Note: This project is not compatible with virtual keyboards** Read More