Introduction Hello, I am Tobias Dean, a senior computer science student at Earlham College. This page serves as a collection of the final deliverables created by my capstone project. Over the course of a year of research, split by a … Read More

Introduction Hi. My name is Saki Takizawa. I am a computer science major and music minor graduating in May 2025. Abstract This paper will employ two research methods, heuristic evaluation and user testing, to identify and sort out problems affecting … Read More

About me Hi everyone! I am Vassily Lombard, a junior majoring in Data Science. As a member of the Earlham golf team, I enjoy spending time with my teammates and improving my game. I am also involved on campus as … Read More

By Loukik Nanda Introduction: India’s healthcare system has a lot of work ahead of it to provideaccessible and reasonably priced medical treatment, especially forsurgery. There is an urgent need for creative solutions that canclose the gap between patients and high-quality … Read More

Introduction Hi, my name is Nghi Le. I’m a Data Science major with a minor in Music. I have a deep passion for both Math and Music, and my capstone project is a unique blend of these fields. Abstract Existing … Read More

Introduction My name is Sharon Wong, and I am majoring in Computer Science and Neuroscience. This interdisciplinary focus has led me to explore intersections between artificial intelligence and brain health, particularly in leveraging deep learning models for innovative solutions in … Read More

By Parsa Mallik Introduction My name is Parsa Mallik, and I am a Computer Science major. My senior capstone project focuses on creating a tool to aid college libraries in providing students with resources. Abstract This project focuses on developing … Read More

Abstract Machine learning is gaining prominence for network monitoring, yet current tools are often complex to understand and use. This proposal attempts to address this by developing an algorithm for network anomaly detection using libpcap and the random forest algorithm. … Read More

Introduction I am a Computer Science and Sociology/Anthropology Major. My project is an LLM-utilizing natural language search feature to replace inflexible text search like Ctrl+f. Abstract In my work, I have identified a task adjacent to those that large language … Read More

Facial Emotion Recognition (FER) with Bias Mitigation Introduction I am a Computer Science major at Earlham College with a strong interest in Artificial Intelligence and ethical applications of machine learning. My capstone project focuses on developing a Facial Emotion Recognition … Read More

Portfolio Here Project Proposal

Abstract As AI-generated images continue to close the gap between authentic and synthetic content, it becomes increasingly difficult to distinguish between the two with the naked eye. My project dives into the frequency domain to expose artifacts that aren’t visible … Read More

Introduction My name is Felix Childress, and I am a Computer Science major at Earlham College. While I aim to go into cybersecurity, I have worked in a range of fields and environments, from computational linguistics to system administration. In … Read More

About Me My name is Samadhi Chandrasena, and I am a Computer Science major and Music minor. I am not overly passionate about trash, but my capstone project focuses on sorting it into correct bins using image classification and a … Read More

Abstract Sentiment analysis is a domain of natural language processing (NLP) focusing on interpreting emotions, attitudes, and sentiments primarily from written text. However, recent research has extended this analysis to include audio and visual data, creating a burgeoning field known … Read More

Introduction Hi, my name is Long. I’m a senior in Computer Science and Data Science minor. My project is based on Movie Recommendation System using Genres Correlation. Abstract Recommendation systems are important emerging research technologies in computer science. They can … Read More