Shiv Markam

Title: Innovations by Shiv Markam

Introduction

Shiv Markam is an accomplished inventor based in Mandla, India. He has made significant contributions to the field of technology, particularly in the areas of network security and artificial intelligence. With a total of three patents to his name, Markam is recognized for his innovative approaches to complex problems.

Latest Patents

One of Shiv Markam's latest patents is the "Early network growth warning system and method." This invention includes a growth predictor that comprises a monitor, a prediction engine, and a prioritization engine. The monitor receives or generates initial information about a network identified as a candidate for money laundering by an anti-money-laundering system. The prediction engine forecasts future growth size of the money laundering network based on this initial information, utilizing predictive models to analyze changes over time. The prioritization engine then assesses the urgency of the candidate network based on the predicted growth.

Another notable patent is focused on "Methods and systems for reducing bias in an artificial intelligence model." This invention outlines a method where a processor computes a reward value based on the similarity between predictions from a pre-trained model and those from a Reinforcement Learning (RL) agent. The method involves applying a set of rules, each assigned a weight, to help the RL agent learn to minimize biases while maintaining alignment with model predictions.

Career Highlights

Shiv Markam is currently employed at Mastercard International Incorporated, where he applies his expertise in technology and innovation. His work at Mastercard allows him to contribute to advancements in financial technology and security.

Collaborations

Shiv collaborates with talented individuals such as Akash Singh and Tanmoy Bhowmik, enhancing the innovative environment at Mastercard. Their combined efforts contribute to the development of cutting-edge solutions in their respective fields.

Conclusion

Shiv Markam's contributions to technology through his patents demonstrate his commitment to innovation and problem-solving. His work not only addresses current challenges but also paves the way for future advancements in network security and artificial intelligence.