Haresh Neeraj Kumar
About Haresh Neeraj Kumar
Haresh Neeraj Kumar is a Senior Machine Learning Engineer with extensive experience in computer vision and deep learning, currently working at Blue River Technology. He has previously held positions at several notable companies, including Light and Bossa Nova Robotics, and has a strong academic background in technology and computer science.
Work at Blue River Technology
Haresh Neeraj Kumar has been employed at Blue River Technology as a Senior Machine Learning Engineer since 2022. In this role, he focuses on advancing machine learning applications within the agricultural technology sector. His expertise in computer vision and machine learning contributes to the development of innovative solutions that enhance agricultural practices.
Previous Experience in Machine Learning and Computer Vision
Before joining Blue River Technology, Haresh worked at several organizations in various capacities. He was a Machine Learning Engineer at Light from 2019 to 2022, where he contributed to projects involving advanced imaging technologies. Prior to that, he served as a Deep Learning Engineer at Bossa Nova Robotics from 2016 to 2019, focusing on robotics and automation. His early career included roles as a Computer Vision Scientist at Nervve and as an Associate Instructor and Research Assistant at Indiana University Bloomington.
Education and Expertise
Haresh Neeraj Kumar holds a Bachelor of Technology (B.Tech.) degree from the Indian Institute of Technology, Roorkee, where he studied from 2007 to 2011. He later pursued a Master of Science (MS) in Computer Science at Indiana University Bloomington from 2013 to 2015. His academic background provides a strong foundation for his specialization in designing neural networks for multi-camera depth estimation and incorporating semantic annotations into machine learning processes.
Specialization in Autonomous Vehicle Perception
Haresh specializes in transforming autonomous vehicle perception through advanced computer vision techniques. His work involves designing neural networks specifically for multi-camera depth estimation, which is crucial for the functionality of autonomous systems. He also utilizes semi-supervised learning techniques and synthetic data for depth pre-training in machine learning models, enhancing the accuracy and reliability of perception systems.
Career Development in Software Engineering
Haresh began his career as a Software Engineer at CenturyLink in Bengaluru, India, where he worked from 2011 to 2013. This foundational experience in software development paved the way for his transition into machine learning and computer vision roles. His diverse career path reflects a commitment to continuous learning and adaptation in the rapidly evolving field of technology.