Showcase of Student Innovation Projects
Highlighting creative projects from our student community

Recall Recon: Predicting Automotive Safety Recalls with AI
AI-driven research on forecasting vehicle safety recalls using machine learning and RAG techniques.

Learning Visual Understanding Through Multimodal Systems
Exploring Vision-Language Models, Prompt Design, and Feedback Loops for Real-World Scene Interpretation

Tackling the ARC Challenge: A Hybrid AI Approach to Machine Reasoning
A Neuro-Symbolic Learning Framework

Fourth Trimester Health: A Connected System for Postpartum Care
Sensor fusion, real-time anomaly detection, and AI-driven reporting for maternal health.

Reviving Obsolete Patents: LLMs for Innovation Discovery and Cross-Domain Application
Unlocking hidden value in patents using LLMs, modular reasoning, and knowledge graphs.

MSX: Designing Future In-Car Experiences for the Autonomous Era
Transforming self-driving cars into shared mixed reality spaces.

Elevating Research Engagement
An AI-Driven Go-To-Market Strategy for Transforming Complex Content into Accessible, Impactful Formats

SANDS: Security and AI Network Defense Sandbox
Fortifying AI Systems: Investigating & Mitigating Vulnerabilities

STEER: Sentiment Tracking and Evaluation Engine for Research
Transforming Noisy Social Media Data into Real-Time Actionable Insights

BEAR: The Berkeley Event & Availability Recommender
AI-Powered Personalized Event Discovery for Berkeley

Unlocking Potential: The Power of Gamification in Employee
Data Science Learning
Exploring the Future of Play through Innovative Technology and Design

JournAI: Revolutionizing Urban Mobility with AI
Leveraging Large Language Models and Machine Learning to Enhance Commuter Experiences and Optimize Mobility Services

Koo: An AI-Based Attendee Assistant
Transforming Navigation, Scheduling, and Networking for a Seamless Trade Show Experience

Modular Visualization Framework for Telematics Data
A Customizable Solution for Telematics Data Analysis

Is Gen Z Truly Connected?
Exploring Mental Wellness through Innovative Hardware and Software Solutions

ScottyBot: Enhancing Campus Mobility
An LLM-Enhanced Robot for Navigational Assistance and Accessibility

VoltValet: Autonomous Mobile EV Charging
Enhancing Accessibility and Efficiency of Electric Vehicle Charging

Rides 4 Refugees: Enhancing Transportation Access
Innovative Solutions for Refugee and Immigrant Integration in Columbus, Ohio

LLM VisionAI: Optimizing Video Analysis
Enhancing Efficiency with Large Language Models and Automated Filtering

Data I/O Hackathon: Harnessing Data for Innovation
Leveraging Data Science to Optimize Operations and Enhance Strategic Decision-Making

Hack AI: Pioneering AI Solutions
Empowering Students to Solve Real-World Problems through AI Projects

Make OHI/O: Rethinking Mobility
Imaginative Projects in Human-AI Collaboration and Personalized Mobility Solutions

Decoding Travel Times: Analyzing Trip Discrepancies
Enhancing Travel Time Predictions with Real-Life Data Analysis

Telematics for Sustainable Mobility
Leveraging Data to Enhance Fleet Transitions to Electric Vehicles

Driver Scoring and Visualization
Using Telematics Data to Enhance Vehicular Management and Urban Planning
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