MIDS Capstone Projects: Summer 2026

Autonomous agents inherit all the speed of blockchain, including mistakes. AgentShield is a real-time control plane that evaluates transactions before the…
Our project investigates the use of Reinforcement Learning to optimize urban traffic signal control. Using the open-source SUMO traffic simulator, we train a…
Our hybrid HEA and HEC ML model leverages applicable physics knowledge transfer between the two different material classes. With this advantage, experimental…
Moving to San Francisco is one of the most expensive decisions most people ever make — and they make it with fragmented, impersonal information. Bayward…
Using AI/ML to calculate risk for cardiovascular disease based on user demographic, behavioral, and clinical data. 
Integrating open-source Hydrologic Engineering data and Physics-Informed Neural Networks to predict structural % damage from localized flooding.
 Learn C++ with Coding Rabbit! The latest innovation in higher education using curriculum-aware AI teaching assistant fostering genuine learning similar…
CoverageIQ helps people shopping on the ACA marketplace compare plans and understand the coverage they already have.
Divorce-Bench is a safety benchmark for legal AI, evaluating accuracy and safety for self-represented family law litigants in California.
Eatelligence predicts food safety risk for every licensed food establishment in Chicago, New York, and Los Angeles. Using only public inspection, licensing,…
Echoes of the Heart shows that synthetic latent datasets significantly improve the performance of diagnostic models for echocardiography.
Epintelligence: Transforming fragmented outbreak reports into actionable intelligence.
AI-powered guitar transcription tool that converts audio recordings into accurate, playable tablature with standard notation, timing, and key.
Guiding students through the visa maze with trust and reliability — clear, cited answers at every step from F-1 to H-1B
Machine learning on real-time torque sensor data to catch defective screw joints in manufacturing that manual inspection misses.
MacroIQ revolutionizes custom recipe recommendation by using an agent armed with analytics to create meals grounded in the real world.
MotionCaddie turns one phone video into a 3D swing reconstruction and tour-referenced coaching feedback - no marker suit, no lab required.
Nutritionell - Fast and Transparent Nutrition Intelligence, One Grocery Photo at a Time
OmniSearch: A Simulation Platform for Coordinated Drone and Ground Robot Swarms Deployments in Wildfire Survivors Search and Rescue Missions
Podquest turns dense documents into podcast-style audio briefings you can actually audit and examine at each step, where each claim is traceable
PortalPoint is a hybrid ML platform quantifying player-program "fit" to empower college basketball programs to make data-driven decisions.
ReelSense recommends a film's scenes by trailer-worthiness, learning from real trailers to give editors a shortlist in an hour, not ten.
Can you trust an AI mind-reader? A Berkeley MIDS capstone auditing whether AI interpretability tools read a model's mind — or just guess. 
AI-powered lease analysis that helps California renters understand their residential leases with clarity before commitment.
Whip turns Congressional activity into personal insight, using ML to predict how your representatives will vote on the bills that affect you.