Data science, machine learning and artificial intelligence are the new day discoveries that are taking over the world by storm. In today's world, everything is driven by decision based on data findings, statistics and predictions. I have been working with Social Consultancy Services on a UNICEF project that aims to maximize the immunization rates in the most populous state of India - Uttar Pradesh. It was started in 2017 and we are still working on it with me being designated the role of a part time data scientist and I have been constantly analyzing the data and putting it into my forecast model in order to understand where are future lies. Whether our model that predicts that whether a parent will bring their children to immunization or not based on random forest classification technique will be able to help us reach high immunization rate that has been aimed for years.