- This project was developed during Flipkart's Grid 2.0 Hackathon.
- Our team Trinity (Chinmay, Sarthak, Nachiket) was among the top 10 teams out of 400 participating teams.
- The Fashion Capital is a website that displays ongoing and upcoming T-shirt fashion trends to retailers so that they could efficiently build their stock for the coming weeks.
- We sourced data by scraping product information (title, image, rating values and the date of ratings) from e-commerce platforms using Scrapy.
- Created a k-means clustering model that categorized products as trending or non-trending using ratings-based features. Finally, we wrapped the model in a Flask API.
- This repository holds the model and flask API code developed by me.
