In the last half-decade, with demand growing more than ever, the Indian e-commerce industry has been gaining from the demand generated out of Tier III/IV cities and beyond. The growing number of shoppers and the rise of social commerce have driven e-commerce growth. Therefore, last-mile delivery has evolved in tandem with this growth. At Ecom Express, we realised that to cater to this growth we need to increase our footprint in the hinterlands. However, in e-commerce fulfilment, customer experience is appended to smooth doorstep order delivery which mandates correct addresses. The address system in India is relatively unstructured, especially when we talk about Tier-2/3/4 cities. Written addresses often contain anomalies such as incorrect spellings, incomplete locality information, poor explanation of landmarks, etc., which impacts deliveries.??