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Task pull vs distractors, visualized with MFA-lite physics — no LLM, instant feedback for students.
An intelligent waste management ecosystem combining AI, IoT smart bins and real time city data to automate collection, improve recycling and help cities respond before waste becomes a problem.
VoxLearn is a voice-interactive assistive learning toy that uses ESP32, AI voice feedback, visual displays, LEDs, and motion to deliver accessible, multi-sensory education for children with autism.
Zero-LLM procedural memory for coding agents: concept graph with tick-decay + file:line provenance, plus Qwen Cloud for grounded answers. Remembers how past bugs got fixed.
Learn what your evidence can actually support.
VrukshaSetu gives every planted tree a digital identity using live GPS, camera and QR, then tracks its health and survival for 3 years—turning plantation into measurable impact.
Health and fitness AI assistant
Solar-powered ground sensors and autonomous AI drones working together for ultra-early wildfire detection.
An AI study agent with persistent memory, personality-aware adaptation, and emotion-sensitive pacing.
An AI companion you design yourself. SoulCanvas turns Expressive Arts Therapy into an always-available experience where the act of creation is the cure.
Decarbix is an AI-powered sustainability platform that optimizes prompts and AI workloads across text, image, video, audio, and code, reducing computational energy, carbon emissions.
Medi Bridge connects pharmacies and hospitals through a real-time medicine network, helping users quickly find available medicines nearby while enabling better inventory and expiry management.
Citizen-powered urban climate intelligence and civic triage.
An easy-to-use fitness, schedule, and activity tracker tailored for older adults, following CDC physical activity guidelines with accessible timers, clear guides, and progressive logging.
AI-powered energy monitoring that detects waste, predicts consumption, and gives you actionable ways to save energy and money.
MealDiary — snap a photo, get your macros instantly. AI sees what you eat so you don't have to type it
A visual, node-based workspace powered by Gemini for building, connecting, and testing AI prompt pipelines.
Autonomous Environmental Hazard Telemetry & Response System
An AI-powered IoT system designed to monitor and automatically optimize home energy consumption in real-time.
An AI agent that helps Africans shop online safely by finding products, comparing prices, and adding escrow protection.
AI shopping agent that helps Africans find the best products, compare prices, and shop smarter across social media and marketplaces.
An AI workspace combining social media content creation and Python code debugging into a single unified dashboard powered by Google Gemini.
Visualize the internet in real time—from DNS lookups to global packet routes on a stunning 3D globe
An AI-driven smart city dashboard with live IoT sensor streaming, dynamic disaster response protocols, and automated emergency SMS alerts.
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