Our team tackled a real-world challenge in healthcare ML by predicting metastatic cancer diagnosis time using dataset provided by Gilead Sciences The dataset had real-world information about demographics, diagnosis and treatment options, and insurance provided about patients who were diagnosed with breast cancer. The dataset originated from Health Verity, one of the largest healthcare data ecosystems in the US.