Invigor

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Inspiration

Our inspiration came from the Covid-19 pandemic. During the pandemic many of our friends and loved ones were affected by the virus. That's why we decided on Invigor, the health keeping app, to help get rid of unhealthy lifestyles by preventing future health risks.

What it does

The diet-based features help the user build a diet, predict future risk of heart failure, and show whether or not the user is on track for their weight loss goals. The sleep-based features calculate recommendations for both total hours of sleep and wake up times (given a falling asleep time), explains its recommendations, and provides a fact about the risk of sleep deprivation.

How we built it

We built the frontend with React and the backend with Express. We collaborated via Microsoft's Live Share extension for VS Code.

Challenges we ran into

We planned too many features to implement in two days and unfortunately had to scrap some of them.

Accomplishments that we're proud of

We did better than our last Hackathon.

What we learned

We learned about machine learning and ways to predict future trends based off of data.

What's next for Invigor

We hope to grow Invigor with bigger datasets and a far more fleshed out prediction process that considers many more health factors.

Built With

• express.js
• javascript
• react
• sqlite
• typeorm
• typescript