Swiggy Uses 350+ Features and Multi-Task MLP to Predict Customer Lifetime Value

Swiggy developed an in-house predicted lifetime value (pLTV) model using over 350 features and a multi-task multilayer perceptron to estimate new customers' long-term value before their first order. This model helps optimize advertising bids by predicting customer value despite sparse early data and skewed order distributions.