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Years Active: 2016-2022
Title: Balaraman Ravindran: Innovator in Sales Forecasting and Communication Networks
Introduction
Balaraman Ravindran is a notable inventor based in Chennai, India. He has made significant contributions to the fields of sales forecasting and communication networks. With a total of 4 patents to his name, his work reflects a commitment to innovation and technological advancement.
Latest Patents
One of his latest patents is titled "Method and system for forecasting sales based on N-Gram model." This invention provides an accurate prediction of sales, which is essential for optimal operations and cost reduction. The method involves receiving various inputs for each product, including sales history and current price bins. It discretizes sales data by clustering product sales history into groups based on maximum sales velocity ranges. A probability table is generated for the discretized sales, and a smooth probability table is computed to forecast sales using multistep predictions.
Another significant patent is "Analysis of connection patterns in a communication network." This method identifies temporally connected connection patterns among communication devices within a network. It involves creating a main communication graph from signaling data and partitioning this graph to capture temporally connected signaling. The method constructs binary vectors to analyze the signaling patterns, ensuring that the connections are temporally relevant.
Career Highlights
Balaraman has worked with prominent companies such as Telefonaktiebolaget Lm Ericsson and Adobe, Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.
Collaborations
He has collaborated with notable individuals in his field, including Subramanian Shivashankar and Balaji Vasan Srinivasan. These collaborations have further enriched his work and expanded the impact of his inventions.
Conclusion
Balaraman Ravindran is a distinguished inventor whose work in sales forecasting and communication networks showcases his innovative spirit. His contributions continue to influence the technological landscape, making him a key figure in his field.