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Gireeshwaran Krishnan is a skilled Machine Learning Engineer currently employed at WithU since September 2022, focusing on deep learning models for action recognition and enhancing machine learning process throughput by over 100%. Prior experience includes working as an Engineering Intern at Inovo Robotics, where Gireeshwaran contributed to a voice-triggered robotic arm and food localization projects, and as a Senior Software Engineer at PathPartner Technology, involved in iris detection solutions. Gireeshwaran also served as a Senior Project Engineer at Spectral Insights, specializing in machine learning for red blood cell classification. Earlier roles included project engineering for embedded modules at Spectral Insights. Gireeshwaran holds a Masterā€™s degree in Computer Vision, Robotics, and Machine Learning from the University of Surrey and a Bachelor of Technology in Electrical, Electronics, and Communications Engineering from Amrita Vishwa Vidyapeetham.