The problem of safety is very important in cities like Delhi with the ever so increasing crime rates. Using the crime related data to good use, we have come up with an app/website that displays alternative routes between any two places in Delhi, giving information about not only the time duaration and distance of travel, but also a certain 'Danger Index' of every route. We use this 'Danger Index' by applying Unsupersvised Machine Learning on crime data/records of the past. We hope to extend this app's utility by including more detailed and transparent data which is not currently available.