Manful Ram

Title: Manful Ram: Innovator in Catchment Modeling

Introduction

Manful Ram is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of catchment modeling, particularly in the context of last-mile delivery systems. His innovative approach has the potential to enhance logistics and delivery efficiency.

Latest Patents

Manful Ram holds a patent for a system that provides catchment modeling to identify destination locations eligible for last-mile delivery from source locations, such as stores or fulfillment centers. The catchment modeling system divides a catchment area associated with the source location into a plurality of geohash blocks within a polygon fence. The size of the geohash blocks varies relative to the proximity of each block to a fence point within the polygon fence. This system includes a set of inclusion blocks within a predetermined distance from the source location and a set of exclusion blocks that exceed this distance. Data compression via polygon merging is performed, and the compressed data is cached for use during catchment delivery eligibility determinations. If a destination address is within the set of inclusion addresses or absent from the set of exclusion addresses, the destination is deemed eligible for delivery from the source.

Career Highlights

Manful Ram is currently employed at Walmart Apollo, LLC, where he applies his expertise in catchment modeling to improve delivery systems. His work is instrumental in optimizing logistics and ensuring efficient service delivery.

Collaborations

He collaborates with talented coworkers, including Sindiri Sai Kumar and Ravikumar Batchu, who contribute to the innovative projects at Walmart Apollo, LLC.

Conclusion

Manful Ram's contributions to catchment modeling represent a significant advancement in logistics and delivery systems. His innovative patent and collaborative efforts are paving the way for more efficient last-mile delivery solutions.