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Plume Ledger checks landfill methane reports against aircraft data, finds the 16 sites with 77% of the gap, drafts a follow-up request, and plans where to measure next.
An interactive ML application built with XGBoost and Streamlit that predicts customer churn probability, identifies key risk factors, and provides actionable retention insights.
Breaking communication barries by turning sign language and body movements into speech . Your Signs. Their voice
A calm living-room movement garden. Move your way, grow three blooms, and return to a garden that remembers.
Turn football viewing into an interactive tactical experience: pause the action, follow players, ask questions, and explore passing options—all with your Fire TV remote.
DeskZen uses OpenCV 5 and AWS Bedrock (Amazon Nova Pro) to score workspace visual entropy, detect liquid/cable hazards, generate interactive triage cards, and verify decluttering in an agentic loop.
Concrete crack widths in millimetres from one phone photo and a printed marker. An OpenCV 5 inspection agent on AWS Lambda (Graviton) that asks a person when the evidence is weak.
Type any business idea and see where in Southampton it would work, and why: AI that understands your idea, scored on real, open city data.
Ask your voice assistant for a 3D printable part. It asks for the missing measurements, checks the design, and returns an STL file.
Continuous FDA recall protection: pharmacists see exactly who’s affected, and patients hear about their own medications automatically.
Conversational cybersecurity assistant powered by real scikit-learn ML and MCP tools, bringing deceptive message investigation and threat triage to the Alexa+ simulated experience.
A tiny machine races to build a cup before a falling coffee drop lands. A 26-second Blender short made with Python.
Pick a place on a map: AI agents pull live public data (terrain, OSM buildings, solar, wind, snow) and design real FreeCAD parts built for that exact spot.
Don't trust the sensor. VeriCEMS seals emissions data in a hash chain, checks it against physics, lets 5 bonded verifiers vote, and slashes cheaters on-chain, so EU CBAM importers can verify it.
Turning food waste data into smarter kitchen decisions through transparent forecasting, production optimization, and evidence tracking.
Turn NBA shot data into coaching insights by comparing actual results with model expectations and finding situations worth a second look.
Turning before-and-after satellite imagery into traceable post-fire assessments, helping land managers identify changed areas and prioritize human review.
PayGuard AI — “Every Payment Has a Guardian. Every Threat Has a Target.” 🛡️
Audited badminton win probabilities a coach can explain: any BWF fixture, why the model leans, a live update after game 1, draw odds and six findings from 10,852 unseen matches.
RamanReach turns complex Raman spectroscopy data into clear, accessible insights helping researchers explore molecular patterns and bringing scientific analysis closer to community health applications
Every place has a genius. Yours finally speaks. (GENIUS: Graph Engine for Networked Infrastructure Understanding & Service). An Alexa+ MCP world-model decoding 3:14 AM chirps into proactive home care.
We're your ears, eyes and memory: Nila soothes her cry before waking you, watches and monitors baby, and tracks the babies skin eyes and poop to detect early signs that go unnoticed all in your phone
Find kit changes, recover tricky captures, and guide the next check with OpenCV 5 and a reviewable decision trace.
A child's paper drawing becomes a live puppet on Fire TV and stars in a bedtime story they steer with the remote. The parent's phone just scans a QR code.