Certificate of Achievement
Live Demo
Check out the live demo of our project here.
Hackathon Project: Food Foresight
Team Members: Vaibhav Goyal, Sepehr Eshaghian, Elizabeth King, Gowtham Thatavarthi, Manas Mishra
Mentors: Burnard Pull, Senjuti Kundu
Challenge
- Equitable Food Distribution
- Consistent Delivery to Food Partners
- Culturally-Centric and Quality Food For Pantries
- Minimum Delivery Barrier
Proposed Solution: Forecasting & Statistical Model
Our solution involves predicting order amounts based on the pantry's order history, analyzing and identifying cultural relevance for each pantry, classifying the nutritional value of delivered consumables, and clustering pantries to overcome the minimum delivery barrier.
Data Model
- Pantry
- Food Orders
- Top Items
- Meal
- Cluster
- Items
- Cultural Food
- Food Prediction
Our Model Predicts
- Food Prediction for 30 days for Pantry
- Food Prediction for 30 days for Pincode
- Nutritional Value Classification
- Cultural Food Relevance
Key Performance Indicators
- Accuracy of Predictions
- Efficiency of Delivery
- Relevance of Cultural Food
- Nutrition Value Classification
Sources
Real Time Geographical Statistical Generated
