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EcoLoop turns organic waste into community capital giving farmers, markets, and schools a closed-loop system that feeds the soil and funds itself.
Consolidating non-profit knowledge from experienced volunteers for aspiring volunteers to prevent generational knowledge loss and inefficient, unnecessary onboarding issues.
Messy data kills momentum. Data Boomerang cleans, standardizes, and fires it into Tableau fast, with Auth0 Token Vault securing credentials without killing control.
Our solution optimizes HVAC and shifts campus energy use to off-peak hours, cutting costs and emissions without disruption. By aligning demand with pricing, MSU saves energy where it matters most.
Richmond's first publicly available budget dashboard -- has data visualizations showing the public and local officials how money is being allocated. Mapped to 7 pillars using LLMs.
We analyzed 13M HMDA records (2007–2017) to visualize the 2008 housing crisis. Our dashboard shows a longer downturn, uneven recovery across states, and the impact of stricter lending policies.
Creating a plan to increase efficiency in energy consumption for Midwest State University while decreasing carbon emissions.
Tracking occupancy to reduce energy usage
Solving the energy crisis
HAZOP automates Hazard and Operability by reading P&ID diagrams with Gemini Vision, generating physically credible deviations using a knowledge-base engine - all following IEC 61882 methodology.
Visualising the Great Recession
Simplifying business decisions with AI
An easy-to-print and easy-to-use shelving system made from PLA that allows you to customize your own little nest of shelves in any MSU dorm.
Ever been stuck in a long attendance line, watching someone hunt for a spreadsheet while everyone else just wants to get into the event? 😵💫📋 We built Attendify to kill that pain. ⚡
A sustainable solution to optimize shallot marketing and transportation by reducing post-harvest losses, fuel consumption, and carbon emissions while improving efficiency and farmer profitability.
Our project addresses the financing gap facing Italian SMEs since the 2008 crisis, worsened by tighter bank lending.
code
Beyond finds important signals in large text data, saving hours of manual analysis.
Women in hormonal transition are told it's all in their head. FELT proves it isn't, turning invisible sensory shifts into something they can finally see, name, and explain.
A dashboard that uses machine learning with homeless shelter, weather, and immigration data in Toronto to show NGOs how to allocate resources and reduce reliance on municipal bureaucracy.
Quantifying which financial and demographic variables most strongly predict long-term stability.
AI agent auditing invoices against French law (régularité, sincérité, image fidèle) before ERP injection — via GitLab CI/CD pipeline, Claude API and a local compliance knowledge base.
SBC-Housing-Explorer explores the history of SBC housing and occupation data to provide visualization and a predictive model for housing burden with an AI Advisor.