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Predict the air. Protect your day.
RoadSense uses computer vision and machine learning to analyze road videos, detect potential hazards, assess road risks, and support safer travel decisions with AWS-powered reporting.
Blockchain + AI passports that follow every chip from the fab to the AI jobs it runs: verifying carbon and water, catching greenwashing, and making sure nothing is counted, or computed, twice.
Predict where the hazard will be when the vessel gets there. POLAR PULSE uses AI to forecast Antarctic hazards and recommend safer, smarter, eco-aware routes.
LLMOptiFit is an intelligent AI model router that analyzes prompt complexity and recommends the best-fit LLM, balancing response quality, inference cost, and latency using Nebius and NVIDIA models.
"100% renewable" is an annual sum. Saat makes the hour the unit of proof: AI-verified hourly certificates, traded peer to peer and retired on-chain only against same-hour load.
Wingman combines realistic aircraft physics with predictive AI coaching, giving student pilots focused practice between instructor-led lessons.
An AI CFO on a phone line: a payroll answer from your real books, then it collects what customers owe you.
An electricity-demand monitoring prototype that visualizes power consumption, flags unusual readings, and explores machine-learning-based anomaly detection using Python.
Valence: A project showing that the environment carries the emotional signal, not the face. Valence uses context-aware emotional-state inference, keeping no raw media and explaining every call.
See the Spill, Trace the Source
Know before you go
Enhancing skin cancer detection by fusing dermoscopic photos, clinical metadata, and vision-language models into explainable diagnostic workflows.
Grid traffic control for carbon-aware companies
AI-powered voice deepfake detection platform that identifies AI-generated voices and helps prevent voice scams. Works offline with optional online enhancements for improved protection.
Save My Customers: Detect customer warning signs early, understand the context, and take action before it's too late.
MyoControl turns your hand gestures into wireless control of your devices!
Find sanctioned investigators, not their namesakes
Penetration testing for clinical trials.
Early wildfire smoke on fire-watch cameras, found by classical OpenCV 5 change detection. Held-out AUC 0.846 across 43 unseen cameras, against 0.440 for the naive baseline.
An inspection agent for PCBs: OpenCV 5 checks the capture, compares it with a golden board, scores a DNN patch memory, zooms where the heatmap points and asks a person when unsure. Runs on AWS.
Catch the clinical trial rules sponsors will regret, before they have to amend them.
An AI agent that watches X for intimate images and deepfakes of you, files the legal takedown, and follows it until they're gone.
A protein language model that screens sequences for the desiccation-protective families tardigrades use to survive drying, scoring 0.818 AUC on a protein family it never saw.