Apoorv Singh
About Apoorv Singh
Apoorv Singh is a Tech Lead and Senior Machine Learning Engineer with expertise in computer vision and machine learning for autonomous vehicles. He has worked at Motional and Maruti Suzuki India Limited, and holds a Master's degree from Carnegie Mellon University.
Current Role at Motional
Apoorv Singh serves as Tech Lead and Senior Machine Learning Engineer at Motional, a position he has held since 2023 in Fort Smith, Arkansas. In this role, he develops advanced machine learning-based computer vision algorithms aimed at improving online perception systems for autonomous vehicles. His expertise in machine learning and computer vision is instrumental in driving innovation within the company.
Previous Experience at Motional
Prior to his current role, Apoorv Singh worked at Motional in various capacities. He was a Machine Learning Research Engineer from 2021 to 2022 in Los Angeles, California, and transitioned to a Senior Machine Learning Research Engineer from 2022 to 2023 in Pittsburgh, Pennsylvania. Additionally, he served as a Machine Learning Engineer from 2020 to 2021 in Pittsburgh, contributing to the development of machine learning solutions for autonomous technology.
Professional Background
Apoorv Singh has a diverse professional background that includes significant roles in the automotive and technology sectors. He worked as an Assistant Manager at Maruti Suzuki India Limited from 2016 to 2018 in Gurgaon, India, and as a Graduate Engineer Trainee (GET) from 2015 to 2016 at the same company. His experience also includes a research collaboration with Daimler Trucks North America from 2018 to 2020, focusing on autonomous vehicle technology.
Educational Qualifications
Apoorv Singh holds a Master's degree in Robotic Systems and Computer Vision from Carnegie Mellon University, where he studied from 2018 to 2020. He also earned a Bachelor of Technology (BTech) from Delhi Technological University. His foundational education includes studies at J D Tytler School and Bal Bharati Public School, as well as a year at Girton Grammar School in Victoria, Australia.
Research and Contributions
Apoorv Singh has made significant contributions to the field of artificial intelligence and robotics, authoring 13 US patents and 11 research papers focused on autonomous vehicles. His research at Carnegie Mellon involved a project on autonomous trucks, sponsored by Daimler Trucks North America, where he worked on the perception, tracking, and sensor fusion pipeline. Additionally, he developed a deep-learning-based auto-annotation tool for HD maps during his internship at Aptiv.