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Since the market is revolutionizing and the trend has shifted from what we called as traditional buying (personal buying) to online buying and thus it is imperative for every sector to evolve in this competitive market. QuikPills Wellness Pvt. Ltd. is an E – Pharmacy platform which provides medicine to the customers on their door step. QuikPills as such does not have its own inventory and thus they associate with the local pharmacy for their operations. Therefore they act as a platform for the local pharmacy to expand their market reach and join hands in the shifting trend. QuikPills has started its operations in Jaipur & Delhi and they have planned to commence with their operations in Pune for which market research had to be conducted to collect relevant data about potential vendors (pharmacy) whom they can associate with. Currently the company is delivering medicines within the time frame of 2 hrs. to 24 hrs. but since medicine is something which is highly critical and needs to be delivered within the shortest period of time. QuikPills recognized the need to deliver the medicine and has a mission to deliver within 2 hrs. or less. To optimize the delivery time algorithm was needed to be developed using K Nearest Neighbor (KNN), K Mean and Travelling Salesmen algorithms in order to find the shortest route which can be implemented in developing delivery software which can automatically direct the shortest route for delivery to the deliveryman. To deliver at the shortest possible time frame entire operation is required to be optimized right from the time order is received till the order has been delivered, an algorithm was recommended which will cover all the aspects of operations and implementing the same QuikPills will be able to deliver the medicine efficiently with minimal WIP within the shortest period of time.

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