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Class of 2025

• Aly McGrath - ÆßÉ«ÊÓƵ Eats: An Interactive Marketplace Menu Platform
• August Ross - The Browser as a Digital Audio Workstation
• Bernie Cassidy - StellarSim: Modeling Star Cluster Evolution
• Brian Cuellar - Foundations of Markets: Interactive Learning for Stock Market Understanding
• Bryanna Hernandez - Set the Stage: An Intuitive Set Design Program for Amateur Creatives in Theatre
• Compton French - Pulse Keys: A Piano-Playing Rhythm Game
• Diego Santiago - NocOps: Sleep Smarter
• Gina Niekus - Behavior Changing Digital Designs
• Jake Moore - Predicting Victory: Evaluating Machine Learning Models for Win Percentage in League of Legends
• James Derrod - Reinforcement Learning for Autonomous Vehicles: Training Neural Networks to Drive on Procedurally Generated Tracks
• James Wang - Reference-Free Ealuation Framework for Stem Separation
• Jamie Pullin - Knowledge Representation and Logical Computation in Python: Can Computers Reason?
• Jesus Cornejo - CookEase
• Julia Chun - Solar Radiation Prediction using Machine Learning
• Julianne Yotov - Emphasizing the Importance of Testing Code Through an Interactive Resource
• Karlo Papa - Optimizing LSTM Models for Stock Price Prediction withing a Selected Portfolio
• Luis Martinez - Tesseract Optical Character Recognition Analysis
• Mattia Sparacino - Building Financial Independence: An Interactive Platform for College Students
• Max Cheng - On a Roll! A Dice-Based Fighting Game
• Nat Hogan - Reading Spectrograms
• Nathan Medros - Type Checking for Python
• Nico Cantrell - Creating a Bunny Hop Trainer
• Oliver Wilkins - Resolving Economic Puzzles with Psychology through Simulation
• Philycia Pedrosa - Predicting Batting Average and Pitching ERA using Machine Learning
• Chai Rui - A LEGO Robot Arm that can See and Deliver
• Ruige Wu - Fusing Elements and Strategy: Creating Depth in RPG Gameplay
• Ryann Hally - Spanish-Nahuatl Translation: Overcoming Insufficient Training Data for AI
• Sammy Levy - MAGICODE: An Educational Game to Teach Programming Fundamentals
• Wilson Schwegler - Comparing a Neural Network and a Graph Neural Network for Predicting PFAS Bioactivity
• Zahir Choudhry - ÆßÉ«ÊÓƵGPT: LLM for ÆßÉ«ÊÓƵ

Class of 2024

• Miriam Aguilar - Computer Assembly Through Virtual Reality
• Kyla Allen - Course Companion: An Analysis of the Need for Course Reviews at ÆßÉ«ÊÓƵ
• Axel Bartsch - Expected Goals in Rocket League
• Wilton Cappel - Protocols for Encrypted Live Collaborative Text Editing
• Elise Corwin - Common Vulnerabilities and Exposures (CVE) Compilation Web App
• Jadriel Delim - Secure Digital Access Through Password Management and User-Centric Security Education
• Campbell Gilbert - RavenDesk: A Word Processor with Built-In Meta-Cognitive Support
• Nate Hall - Computing The Eigensystems of Certain Pentadiagonal Toeplitz Matrices
• Lukas Howlett - Random Generation for Hack-and-Slash Roguelike Level Templates
• Jacki Jackman - A Convolution Neural Network Explorable Explanation
• Jordan Jung - Team Fight Tactics Assistant
• Yash Karandikar - Reverse Engineering the GiantBomb API: Using Word Embeddings to Predict Video Game Recommendations
• Zerlina Lai - Multimodal Image Denoising: Leveraging Camera Metadata
• Hunter Leong - Using Homography to Fit Overlay Onto Rat Brain Stain
• Amaia McCoy - TAC: Athletic Training Web Application Connecting Trainers, Athletes, and Coaches
• Nicholas Novak - SpatialDB: A Database for Storing Three-Dimensional Objects
• Kelechi Ogbuokiri - A Database Schema for a Restaurant Review Application
• Matthew Perez - Preliminary Education of Traffic Engineering Using Sandboxes
• Dani Renteria - Sports Commentary Generation
• Roberto Villegas - League of Legends Pro-Based Companion App
• Connor Wierman - Uni-Housing: An Improved Housing App for College Students
• Noah Willis - The Anatomy of a Game Console
• Joshua Wong - Binary Dermoscopic CNN Image Classification

Class of 2023

• Xintai Ao - Crave: Comparing Food Delivery Costs Amongst the Most Popular Delivery Apps
• Will Baron - Using Markov Chains for Music Generation
• Maryo Botros - Using Robotics to Make Blinds Smarter
• Liam Bowen - Fantasy Baseball
• Roshni Edwards - Untangled: A Community-Building Hair Type Identification Web Application
• Stephanie Enriquez Isais - A Corcinar: A VR Mexican Cooking Game
• Maya Gonzalez - Using ML to Detect and Classify Alzheimer's Disease
• Cassandra Gutierrez - GroceryCheck: Helping Users Attain Recommended Vitamin Intake Values
• Brady Hagen - Game Feel
• Caleb Jordening - DRL in RL: Deep Reinforcement Learning in Rocket League
• Christian Keaunui - Creating a Deep Q-Learning Agent to Play Tetris
• Neython Lec Streitz - Raise the Bar: Video-Based Barbell Velocity and Bar Path Tracker for Weightlifting
• Chris Linscott - YouTube Image Search: Is It Viable?
• Kathy Liu - Style Checker: Teaching Python Code Style through Self-Correction
• Joaquin Madrid Larranaga - Computational Queries: Discoverability and Curiosity in User Centered Design
• Adrian Manhey - How to Catch a Rabbit: Reinforcement Learning in Stag Hunt Dilemma
• Sacha Peterson - The Typma Programming Language
• Alec Phillips - Software Testing Tutor: An Education Web Application
• Joshua Pulido - Offbeat VR
• Odelia Putterman - Predicting Cryptocurrency Prices Prediction for Index Fund Rebalancing
• Layla Razvi - TaskDrop: Productivity Gamified
• Sammy Sanchez - Fantasy Basketball Statistic Visualization Web App for Fantasy Users
• Jack Thomas-Colwell - A Web Interface for Angular Overlap Model Calculations
• Amelia Threatt - Automated Math Tutor
• Eddie Valdez - The Explore LA Web App
• Haotian Wang - AI Chinese Chess
• Jerry Wu - Building a Blockchain Time-Locked Wallet
• Angel Wu - Web-Based City Recommender
• Cathy Yim - A Photogrammetry Algorithm

Class of 2022

• Amaryllis Argueta - Creating Meaningful Virtual Spaces: Reimagining the ÆßÉ«ÊÓƵ Disorientation Guide through Unity
• Aarushi Arora - Los Angeles Community Fridges
• Hector Baez - Automating Data Extraction from Document Images
• Olivia Baldwin-Geilin - Greenspaces: Accessing the Outdoors made Easy
• Layal Bata - Cognitively Modeling the Two Systems Account of Theory of Mind using Analogy
• Bryce Boyle - Landlord Lookup Web Application for Tenant Transparency
• Jennifer Cano - Learning a Language through the Use of Pop Culture References
• Maxie Castaneda - Character Build and Weapon Upgrade in Blood, Sweat, and Tears
• Rayhon Choudhry - Using Agent-Based Modeling to Simulate Heterogeneity in Investment Strategies in Financial Markets
• Dyani Dillard - Deep Learning to Detect Melanoma in Different Skin Types
• Dylan Edwards - Exploration of Architectural Tactics and Patterns of Micro-Services and Cloud Native Solutions
• Nick Escobar - Branches: A Game of Choice and Agency
• Chelsea Fell - COVID Tracking App
• John Gayden - Invasion of Privacy: How Social Media Surveillance Products Impact Marginalized Communities in the US?
• Myles Hultgren - Breaking Conventions in Gaming
• Grey Hutchinson - Acoustic Neural Networks to Find Elusive Species
• Amy Kim - A Text-Based Game of Uno
• Anna Kim - ÆßÉ«ÊÓƵ Book Exchange
• Jason Lee - Semi-Automated Essay Grader Using Machine Learning Techniques
• Jessica Li - ÆßÉ«ÊÓƵTradePost Web App
• Anaiah Little-Diop - To be Seen by the Forest: A Digital Interactive Horror Comic
• Toros Margaryan - Constructing an Efficient Algorithm to Find All Magic Squares of an Arbitrary Size n
• Ali Mian - Can AI be Held Morally Responsible?
• Scott Morris - Attempting Balanced Racial Accuracy in Facial Recognition
• Anna Nefedenkova - Simulation of Chemical Reaction Pathways and Reaction Rates Calculation Using Matrix Representation
• Hil Oglesby - A New Way to Learn how to Sing
• Michael Phaneuf - Designing and Building a Full-Stack Web Application: Court Report
• Jasmine Reyes - Life in American Quarantine
• Joey Rose - Novel Architecture Design for Updating Large, Real-Time Geospatial Datasets
• Gwen Sarapata - Traffic Light Detection
• Kailen Shinmoto - Basketball Analytics for NBA Roster Constriction
• Jack Stark - RISC-V Compliant Vector/Graphics Hardware
• Nate Steckel - ARG Oriented Game Design
• Daniel Torres - The 2020 Presidential Election and COVID Deaths
• Sunny Yu - Convolutional Malware Classification with Attention
• David Zhang - Machine Learning: Predicting the Outcome of a Tennis Match to Maximize Betting Profits
• Sherwin Zhang - Sonatina: Music Composition through a Dual-Screen Web Application
• Daniel de Leon - Automated Running Form Feedback Using AI Powered Pose Estimation

Class of 2021

• Mohi Andrabi - ÆßÉ«ÊÓƵ Analytics: Performance Evaluation Catered to Division 3 Soccer
• Savon Brown - A Path Tracer in C++ and CUDA
• Rowan Fitch - Optimal Stoke
• Enrique Goudet - Web Application with User-Based Collaborative Filtering
• Di Hu - Designing Calm Technology with E-Ink Display and Leap Motion
• Jack Kearney - DLay: Displaying the Effects of Latency on Cloud Computing Gaming through a Roguelike Video Game
• Chenghao Li - A Gomoku AI with Hand-Crafted Code
• Dylan Morison - Improving Study Motivation with a Socially Oriented Time Tracker
• Tammie Oh - Weight Maintenance and Nutrition-Based Model Application for College Students
• Wren Paris-Moe - Investigation of Financial Forecasting Systems; A Survey and Comprehensive Examination
• Annika Puth - Connect: A Nature Healing Mobile Application
• Daniel Scal - Crohn's Disease Management App
• Paul Sirri - Developing a Desktop Software Application for Helping Patients to Manage Type 1 Diabetes by Visualizing Healthcare Data
• Travis Thein - Forecasting COVID-19 Using Regression Comparison and a SEIR Model
• Jialin Tian - Experiments in Virtual Reality
• Sophia Yang - Virus Classification Model using Viral Reference Sequence
• Sarah Yi - Measuring Racial Bias During Police Traffic Stops Between Democratic and Republican States
• Cynthia Zhang - Classical Chinese Word Segmentation

Class of 2020

• Sara Bawale - Speed Dating for Fonts: Using Machine Learning to Create Pleasing Font Combinations
• Julian Chan - The End-to-End Product Development as a Full-Stack Web App: Providing a Better Alternative to Ratemyprofessors.com
• Ethan Chen - Improving Rendering Performance and Space Complexity by Combining Reversed Path Tracing and Sorted Deferred Rendering
• Jacob Farner - Analog Waveform Synthesis in the Context of Musical Instruments
• Hope Fowler - A Consideration of Empathy
• Allie Frank - Immersive Design: A Theatrical Approach to Indie Video Game Development
• Alexis Hale - Building a Video Game with Automated Processes: AI and Procedural Generation
• Daniel Huth - Algorithm Optimization in the Context of Factorization Theory
• Malvika Khanna - Autonomizing Water Rights through Visualization of Satellite Data
• Josh Kim - Refuting Random Walks Hypothesis: LSTM Networks on S&P 500 Index
• Brian Li - Hybrid, the Most Favored Movie Recommender System
• Logan McIntyre - Computer Graphics for Interactive Media
• Teagan Mucher - Mitigating Engagement with False News Stories on Twitter through Intervention
• Courtney Nelson - A Partially Self-Driving Golf Cart Using Ranging Sensors and Real Time Data Analysis
• Max Peng - Predicting Wildfire Cause and Burn Area
• Leopold Ringmayr - Classification of Skin Lesions: How Deep Learning Can Improve Medical Diagnosis
• Xiomara Rodriguez - Social Network Analysis on the Zapatista Online Support Network
• Joey Sortino - Sculpting the Interactive, Audio-Visual World for a Digital, Psychological Thriller Experience
• Jade Wu - DNA: A Replacement for Silicon
• Yan Yan - Image Compression on Paintings from Abstract to Realism

Class of 2019

• Stephanie Angulo - Creating an Augmented Reality Application for iOS Platforms
• Allie Brenner - Comfort Level and Short-Term Success in Computer Science
• William Chen - Feature-Based Sentiment Analysis
• Leo Connelly - Addressing Barriers to Entry Surrounding Electronic Medical Records
• Charlotte Cullip - Training Convolutional Neural Networks to Classify Knitted Stitches
• Sasha Eberhardt - Bayesian Network Games with Intentions
• Luis Figueroa - Part-of-Speech Tagger for Non-Natural Language in Bug Reports
• Dan Gittelman-Egan - iVoting in Estonia: The Democratic Considerations and Security Implications of Digital Governance
• Malone Hedges - Designing Music around New Human Behaviors
• Ogo Ikefuna - Africa Wireless: The Mass Communication Technology of the Black Oral Tradition
• Jonathan Hou - Why an Artificial Brain Under-Performs a Human Brain and DeepMind's AI
• Eddie Kochman - Algorithmic Game Theory: Vickrey-Clarke-Groves Mechanism for Sponsored Search Auctions
• Austin Lee - Using Neural Networks to Drive an RC Car
• Kevin Oh - User Centered Design: QAB iPad App for the Occidental Baseball Team
• Sabrina Palmer - Comprehensive and Dynamic Online Test for Evaluating and Training in Rational Numbers
• deGrasse Schrader - Who is Responsible for Artificial Intelligence?
• Drake Song - Improving Automatic Text Summarization with Coreference Resolution
• Emily Tran - Generating Music using Artificial Intelligence
• Andrew Valenzuela - Classifying the Modern NBA Player using Machine Learning Techniques
• Chloe Zeller - Minimizing Sexism in AI Through Altering Word Embedding Input
• Vena Zhang - A Type System for URLs

Class of 2018

• Shasta Clokey - Using Smartphone Data to Determine a VR User's Heading
• Max Marion - A Neural Rhyming Couplet Generator
• Ellen Shin - A MERN List Organization Web App