The solution was derived by applying statistical principles and mathematical concepts to calculate the actual distance covered based on X and Y route coordinates and then finding alternative shorter distances to complete a trip by implementing the TSP method. Once the route with the shortest distance was obtained, I further applied machine learning to forecast other routes' destinations with a high probability of achieving the shortest possible distance based on the estimated timeframe.