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BalaKrishna Kolluru

Machine Learning for Cybersecurity

BalaKrishna Kolluru is a seasoned professional actively involved in leveraging machine learning (ML) for cybersecurity purposes. With a focus on delving deep into code at a granular level, BalaKrishna explores the nuances of inter and intra method communications within cybersecurity frameworks. His expertise lies in modeling hierarchies, interactions, and dependencies using cutting-edge ML techniques, with Reinforcement Learning (RL) playing a central role. This deep exploration often pushes the boundaries of GPU capabilities.

Academically, BalaKrishna pursued a Ph.D. in Computer Science from The University of Sheffield, where he honed his skills and knowledge in the field of cybersecurity and machine learning.

Professionally, BalaKrishna has held key positions in reputable organizations. He currently serves as a Principal Research Scientist at Praetorian, a role where he continues to spearhead innovative ML-driven cybersecurity initiatives. Previously, he acted as the Chief Scientist at Clarify, Inc, bringing his expertise to the forefront of technological advancements. Additionally, BalaKrishna has experience as a Research Engineer at Toshiba Research Europe Limited, a Research Fellow at the University of Manchester, and a Research Associate at the University of Sheffield.

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Location

Austin, Texas, United States