Red Light Green Light Covid Detector

Inspiration

https://www.straitstimes.com/singapore/health/covid-19-when-theres-confusion-its-tough-to-pull-together-against-a-common-enemy

Confusion-driven solution

What it does

1. Determine the probability of covid given symptoms
2. AI Chat Bot to ease your confusion (not robust due to lack of data)
3. Questionainnaire to guide you on what to do

How we built it

1. Blackbox classifiers
2. ReactJS
3. Django
4. Heroku

Challenges we ran into

1. Deployment of ML model

Accomplishments that we're proud of

What we learned

1. Learnt react-chatbot-kit
2. Learnt full-stack web dev

What's next for Red Light Green Light Covid Detector

1. Tune chatbot
2. Continuously tune model in "Help Me"

Built With

• bootstrap
• django
• heroku
• pickle
• python
• react
• react-chatbot-kit
• sklearn
• sqlite