Instructor: Daniel Moyer

• AI-Guided Lead Optimization: Analog Generation from Single Hit Compounds
  Sophia Hamza

• Alune: AI Mobile App Builder
  Jerrry Ding

• Avatar-Fixed AI Assistant: Real-Time Context-Aware Transcriptions for Mixed Reality Meeting
  Yue Yang

• Canary.ai
  Eli Jiang · Jaime Park · Kevin Song

• Designing and Evaluating AI Agents for Splendor: From Greedy Heuristics to Evolutionary Search
  Yimeng Gu · Xiaoyu Huang · Kaijie Xu · Sicheng Xu

• F1 Pit Stop Predictor
  Andrew Liu · Daniel Mansueto · Lily Rose Sørensen · Lizzie Tucker

• FoodFriend: A Clinically Informed Recipe Recommendation Platform for ARFID and Related Eating Challenges
  Isa Dominguez · Ashley Ho · Megan Wang

• Forecasting County-Level U.S. Senate Vote Share with a Single-Anchor Multimodal Residual Network
  Ian Brown · Max Liss · Philip Han

• Interpreting Disordered Protein Representations in Protein Language Models via Sparse Autoencoders 🥈
  Tina Memarnishvili · Atif Momin · Trevor Xing-Xie

• NBA Game Outcome Prediction via Logistic Regression

• Object Permanence
  Magda Badogiannaki · Elanil Erdugrul · Aaron Li

• Selective Beats Broad: Late, Depth-Aware Sparse Adaptation on Pretrained EEG Foundation Model
  Mingyang Jiang · Xiaoyi Zou

🥈 – FortyAU Award Recipient (Second Place)

Instructor: Andy Gokhale

• Cloud Balance
  Gabriel Barnard · Sreepriya Damuluru · Harsha Raj Kumar · Jainish Patel

• Music Taste Analyzer
  Abbie Chen · Landon Morales · Nadia Maldonado · Leo Zhao

• Recursive Agent Framework: Decomposing Complex Tasks with Multi-Agent Voting
  Neal Bagai · John Abad · Bennett Moyo

Instructor: Tyler Derr

• Augmenting Machine Learning Models for Hemorrhage Prediction
  Nick Perrota · Bale Ding · Frank Zhang · Leo Zhang

• A Comparative Study of CNN and Transformer Architectures for 2D Chest CT Classification
  Tiffany Guo · Larry Wang · Nick Xing

• Classifying English Football Player Market Value: Integrating Individual, Relational, and Semantic Information
  Jiashu Zhu · Yuling Zhu · Zichen Zhu

• Data-Driven Pit Strategy Optimization in Formula 1
  Neal Bagai · Sara Gomez · Simon Kassam · Walker Pence

• Integrating Quantum Mechanical and Geometric Features for Enhanced Virtual Screening
  Sophia Hamza · Luisa Kärmer

• Learning to Abstain: SelectiveNet under Distribution Shift
  Don Kim · Grace Ko

• MedSAM3-UNet: SAM3 Meets U-Net for Medical Image Segmentation
  Ehsan Khodapanah Aghdam · Nick DiSanto

• MLP Architecture & Verification Tool Portfolio
  Jiahe Gao · Hongyi Sheng · Alex Shao

• Multi-Chip Ensemble Side-Channel Analysis Exploiting Device Redundancy for Noise Reduction 🥇
  Soha Bhutta · Charles Poulin · Cameron Scarpati · Michael Taleb

• Reliable AI-Assisted Debugging Through Retrieval, Ranking, and Calibrated Abstention
  Mahd Mohsin · Kenneth Prado

• Training and Evaluating Deep Reinforcement Learning Agents in a Physics-Based Game Environment
  Enya Bullard · Isaac Liu · Vivian Ma

🥇 – FortyAU Award Recipient (First Place)

Instructor: Jules White

Instructor: Graham Hemingway

• CourseFlix
  Adam Chen · Stanley Chiu · Jamie Fong · Justin Ho

• Faunology: Tower Defense
  Spencer Bowden · Albert Castrejon · Cherish Farmer · Matthew McCullough · Sobenna Onwumelu

• MorningCall: AI-Powered Adaptive Morning Routine and Productivity System
  Oseremhen Ewaleifoh · Ann Mathew · Lyton Mhlanga · Lucas Vice

• Postcard: Travel Discovery for Gen-Z 🥉
  Sidney Amsalem · Elham Isa · Mai-Xuan Mantwill · Rachael McCann · Edwin Rivera

• TaskTogether: A Web-based Household Management Platform for Modern Shared Living
  Van Dang · Emily Nguyen · Sahnnee Shin

• VandyGuessr
  Hua Jin · Matthias Kim · Ryan McCauley

🥉 – FortyAU Award Recipient (Third Place)