Abinav R
About Abinav R
Abinav R is an Engineer 3 specializing in Machine Learning, currently working at ACV Auctions in Chennai, India. He has extensive experience in developing deep learning solutions and has held various engineering roles in companies such as deepc, Machine Learning Reply GmbH, and Bosch.
Current Role at ACV Auctions
Abinav R currently holds the position of Engineer 3 in Machine Learning at ACV Auctions, where he has been employed since 2024. His role involves applying machine learning techniques to enhance the company's operations. The position is based in Chennai, Tamil Nadu, India, and he works on-site.
Previous Experience in Machine Learning
Abinav R has extensive experience in machine learning, having worked at several organizations. He was a Machine Learning Engineer at deepc from 2020 to 2022, where he developed deep learning-based solutions for medical datasets. He also served as a Junior Machine Learning Engineer at deepc from 2019 to 2020. His tenure at Machine Learning Reply GmbH from 2022 to 2023 included developing microservice-based architectures and driving MLOps initiatives. Additionally, he worked remotely as a Machine Learning Engineer at a stealth startup from 2023 to 2024.
Educational Background
Abinav R completed his Bachelor of Technology (B.Tech.) in Mechanical Engineering at Amrita Vishwa Vidyapeetham from 2012 to 2016. He furthered his education by obtaining a Master of Science (M.Sc.) in Computational Science and Engineering from the Technical University of Munich between 2017 and 2020. His foundational education includes high school diplomas from D.A.V SCHOOL and S.D.A.V SCHOOL, where he studied subjects including physics, chemistry, mathematics, and biology.
Technical Skills and Projects
Abinav R has developed a range of technical skills in machine learning and software engineering. At deepc, he focused on image routing, benchmarking, and anomaly detection solutions. His work at Machine Learning Reply GmbH involved implementing microservice architectures using AWS Lambda and Python. He also organized workshops and demos to promote MLOps initiatives. His experience includes implementing timestamp features in an internal feature store at a stealth startup.
Early Career Experience
Abinav R began his career as an Associate Software Engineer at Bosch from 2016 to 2017. He then transitioned to a role as a Working Student in Data Science at The Mobility House from 2018 to 2019. These early experiences provided him with a solid foundation in software development and data science, contributing to his subsequent focus on machine learning.