About

Anand Kadumberi is a highly experienced Senior Data Scientist with over 8 years of experience in healthcare. He has spent the last 6 years specializing in deep learning and computer vision and has a proven track record of taking end-to-end ownership of machine learning projects from data collection to deployment. Anand is skilled in a range of programming languages including Python, Pytorch, Tensorflow, C++, MATLAB, and OpenCV, and has extensive experience in GPU and CPU-based distributed computing and scripting. He has a strong understanding of image analysis, image segmentation, object detection, camera pose estimation and localization, NLP, AWS, AWS Sagemaker, Azure and GCP, containerization, research principles, and product development. Currently working as a Staff Machine Learning Algorithm Developer at activ surgical, Anand has developed machine learning models for real-time medical image analysis for image classification, segmentation, and object detection in Pytorch and Tensorflow. He has used triton server to deploy models on web and edge platforms and docker containerization to package model services and applications. Anand collaborates with other R&D teams and analyzes data and current data curation practices to maintain the best data labeling workflow. He also works with stakeholders to figure out the best data annotation platforms and manages a few direct reporting contractors for machine learning model development. Anand has previously worked at edda technology, inc. as a Research Scientist (Project Lead) where he developed multiple machine learning solutions using the Tensorflow and Pytorch frameworks and deployed them into production in C++. He has also worked as a Senior Research Associate at UT Southwestern Medical Center, where he developed solutions for healthcare data analysis utilizing image processing, deep learning, and distributed computing. Anand has a Master's degree in Bioengineering and Biomedical Engineering from the University of Texas at Arlington and UT Southwestern Medical Center, and a Bachelor of Technology in Electronics and Biomedical Engineering from Model Engineering College. He also completed his High School education in Physics, Chemistry, Mathematics, and Biology from Indian School Muscat. Anand's skillset includes ML, Research Scientist, Deep Learning, Object detection, Data Scientist, AWS, Object Detection, Tensorflow, Pytorch, Image Segmentation, Python, Computer Vision, Sagemaker, OpenCV, NLP, Docker, Azure, GCP, Web, Keras, SVM, CNN, and Image Processing. With 7.70 years of relevant experience, Anand is a highly skilled and knowledgeable Senior Data