VTHacks 7 - Devpost Winner of Best complex ML application
A next gen recommender system for providing Market Analysis on an idea/topic/business model.
1. We built our own search engine to scour the web for relevant information using our IR algorithms from scratch.
2. We also built our own NLP models to perform Latent Dirichlet Allocation and summarize articles and perform sentiment analysis based on relevance and "marginal" value from scratch (i.e., without using any API's).
1. Generate a detailed, but condensed report, on your idea/business to give you an insight on the market, current competitors, journals, tech specs, market share, profitibility, market cap, future predictions.
2. Performs all of this within 15-30 seconds. Saving millions of dollars in leui of hiring market research consultants.
no sleep for 36 hrs. let's go!!!