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The on-ramp to environmental data science I wish I'd had. Free datasets, guided R and Python projects, and faculty to reach out to, built for students who don't know where to start.
Securing every step of a medicine’s journey from factory to patient
AI-powered deforestation early-warning platform using real satellite data to detect forest loss, identify high-risk hotspots, explain sudden changes, and help officials act before damage escalates.
An adaptive coding environment that diagnoses logic flaws, maps skill proficiencies on a live radar chart, and synthesizes tailored challenges in real time across JavaScript, Python, and C++.
A privacy-first AI wellness assistant combining machine learning, explainable insights, and Gemini AI to help users recognize stress patterns and take practical steps toward better well-being.
"Your intelligent fitness companion, engineered for peak performance." "Real-time AI analytics meets personalized coaching to redefine your limits."
Autonomous multi-agent climate swarm fusing physics-informed wildfire propagation, Bayesian risk estimation, and renewable microgrid dispatch to protect critical assets and conserve forest carbon.
A data-driven solution for efficient hospital bed allocation and patient flow management.
An AI film studio: directors pitch ideas, a Gemini agent pipeline plans budget/schedule/risk live, producers invest — with real ClickHouse analytics queried live via MCP.
Predicts real fuel burn from weather and currents, then routes ships to save fuel and cut CO2 turning smarter navigation into lower costs and cleaner seas.
Know the air before you breathe it.
GullakAI helps small merchants save and make better daily decisions through simple, intuitive, and accessible AI.
“Trend intelligence for small businesses”
Co-designed LLM architecture & custom NKI kernels optimized for Trainium2 systolic tiles and 24MB SBUF SRAM to minimize 30-min validation BPB.
AI-powered water monitoring that predicts contamination before people fall sick — real-time alerts, zero delay.
Agents don't crash when their memory breaks, they quietly answer with less. This watches agent memory on CockroachDB, names which of five failures is happening, and traces it.
24-hour-ahead cyanobacteria early-warning forecasts trained on real EPA buoy sensor telemetry.
An ocean-themed habit tracker that visualizes daily progress and provides personalized AI-powered habit reviews, helping users stay consistent through meaningful feedback and engaging visuals.
This app provide clinically guided interventions to patients facing neuro-somatic conditions, or cognitive fatigue
Recess: Focus & Awareness
An AI optimization copilot that automatically profiles naive AI code kernels and refactors them into vectorized Arm NEON assembly and KleidiAI microkernels, with green-cloud sustainability metrics.
MARTA publishes the schedule. We hold it accountable, live ghost-bus and reliability receipts for every Atlanta route.
AI-assisted well-being screening platform that looks beyond symptoms to identify the factors that may be affecting a person's mental and physical well-being.
VestIQ unifies multi-asset portfolios into one dashboard, using explainable AI to deliver clear, plain-English insights on risk, suitability, and new opportunities.
