[Try it out] [Source Code] [Devpost] [Slides]

Communal Inventory Management for Social Service Centers designed to reduce waste and give each community their specific needs.

Winner of PwC’s Hack TX 2019 challenge.


One of our teammates, Aditya, was affected by Hurricane Harvey. However, he noticed that during the hurricane, people’s generosity was on full display. But there was a problem – while some shelters and donation drives overflowed with supplies, others were still empty-handed. Donations were often abundant in certain areas of the city, while the under-served communities that need them most went without. This inspired Full House- a system for managing and balancing the inventory of multiple shelters and leveling the playing field.

What it does

Full House has two main functions. First, to help shelters manage their inventory by determining scarcity or surplus. And second, to connect shelters with others that may have the supplies that they need. Full House accomplishes this with a search tool that lets users easily query the inventory, and with a dashboard that recommends other shelters.

How we built it

The core of our product is connecting shelters together based on need. In order to get our data, we scraped Goodwill stores for product information, formatted them to be stored in our Mongo DB database, and kept track of their specific categories. With a set of categories, we could easily show what percentage of a shelter’s inventory is made of a certain category, and allow shelters to specify what percentage they require. With this in hand, we could match shelters together based on their respective surpluses and shortages.

The website itself is a Node JS web server, with a React based front-end. We designed the site to emphasize simplicity and to showcase the surplus/scarcity percentages the best. The whole web app is hosted on Microsoft Azure with a Continuous Deployment workflow through GitHub Actions.

Challenges we ran into

Accomplishments that we’re proud of

What we learned

Working with React, MongoDB, and BeautifulSoup.

What’s next for Full House

Moving forwards, we would like to make Full House public facing, so donors could be more informed about the supplies that shelters need. This could encourage people to make smarter donation decisions, that could both help underserved communities and reduce waste.