Utilizing Big Data and Machine Learning Models for Pricing in the Food and Beverage Industry, with Revenue Management Solutions, 2019
- Predict price elasticities using big data, discrete choice models and Markov chain Monte Carlo model
- Develop recommender engine on next best purchase by collaborative filtering
- Optimise profitability using genetic algorithm based quadratic optimisation model