Abinaya Manimaran

Abinaya Manimaran is a Senior Machine Learning Engineer at PubMatic since May 2023, previously serving as an Applied Scientist II at Microsoft, where contributions included developing a model to identify mechanisms of action for drugs and designing a data pipeline. Abinaya has extensive experience in machine learning and data science, having worked at PubMatic as a Data Scientist, where probabilistic models were developed to enhance infrastructure efficiency. Additional roles include a Machine Learning Software Engineer Intern at HeartVista, contributing to unsupervised models for MRI image clustering, and a Journeyman Fellow at the U.S. Army Research Laboratory, collaborating on deep neural network architectures. Abinaya's expertise includes computer vision, exemplified during an internship at HERE Technologies, where innovative models for satellite image resolution were developed, leading to patent filing. Abinaya holds a Master of Science in Electrical Engineering from the University of Southern California, specializing in Computer Vision and Machine Learning, and a Bachelor of Engineering in Electronics and Communications from Thiagarajar College of Engineering.