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“Can we develop a predictive and simulation framework to identify when and where Toronto’s shelter system operates under critical capacity pressure?”
Duality AI Space Station Safety Auditor-AI-powered safety compliance system This approach can improve safety monitoring in space stations, factories, hospitals, and construction sites.
AI-powered insurance fraud detection platform. Detects AI-generated images, manipulated documents, and staged evidence across 5 insurance verticals using a dual-layer forensic pipeline.
Where safety data meets economic reality.
SafeQuery DP: A healthcare middleware using Differential Privacy. It injects Laplace noise to protect identities while keeping data 95%+ accurate. HIPAA-ready and secure.
Mammoly believes early detection saves lives, and everyone deserves an equal chance at it.
RareSignal AI converts patient-reported symptoms into structured, longitudinal clinical signals -revealing trajectory, variability, triggers, and functional impact for rare disease care.
A geospatial web app that maps institutional infrastructure density and accessibility to visualize urban equity across U.S. cities.
CardioSense is a multi-signal cardiovascular risk prediction pipeline!
Pothole-Watch: AI-powered road reporting for safer, smarter cities.
Saving time swiping, messaging, and scheduling on dating apps with this simple solution that took me 15 hours to code.
SepsisSense is an explainable AI tool that analyzes patient vitals to detect early sepsis risk in emergency departments, supporting faster intervention and improving patient outcomes.
Real-time AI traffic control for smarter, faster, and safer roads.
FarmCast-AI: Explainable climate-to-yield anomaly detection for counties—spot yield shocks and the weather signals behind them.
A steady voice when the road feels uncertain
group 34 project for public service case of datathon 2026
OriGen resolves previously undiagnosed rare disease cases by interpreting genetic variants through protein structure and molecular mechanism, overcoming data scarcity and functional uncertainty.
V-Ident: Pulse + pixels = proof. On-device heartbeat detection & frequency forensics catch deepfakes. ZK-proofs verify live humans in 8 sec — zero biometrics stored. Fakes can't bleed.
Domestic U.S. airfare markets and translate findings into actionable insights for travelers, airlines, and policymakers.
We turn one-time viewers into loyal customers. Our XGBoost engine predicts customer retention so Cineplex can target high-value groups and boost concession margins.
Quantifying which financial and demographic variables most strongly predict long-term stability.
The detailed analysis of the Personal Finance Case.
Adverse drug reactions cost lives and billions. Our Project delivers real-time, personalized side-effect and allergy risk predictions empowering safer, smarter prescribing.
Voxidria is a voice-based screening tool that analyzes short speech tasks with machine learning and explains results with Gemini to flag potential Parkinson’s risk early.
