We have more than ten years of experience working on different problems in healthcare. For example, we used reinforcement learning to learn the optimal reward that needs to be offered to a patient to get him to go to a pharmacy that sells a drug or basket of drugs at the cheapest price. We also worked on drug discovery and clinical trials, forecasting likely clinical trials failure for drug toxicity. We have a significant experience with datasets used in healthcare, from claims to clinical and price data.