Hire Sneha B. - Machine Learning Engineer

About sneha

I am a machine learning scientist with 3+ years software engineering experience currently working at the machine learning team at Affectiva where I am focusing on building robust deep learning models to predict driver impairment, with a focus on generalizability. I am involved in the entire machine learning cycle including data pipeline, modelling, evaluation and SDK integration. Prior to Affectiva, I received my master's degree from the University of Massachusetts Amherst where I primarily focused on machine learning and deep learning research. The paper I worked on for pedestrian detection in thermal images, which was published in PBVS 19 at CVPR, can be found here: http://openaccess.thecvf.com/content_CVPRW_2019/papers/PBVS/Ghose_Pedestrian_Detection_in_Thermal_Images_Using_Saliency_Maps_CVPRW_2019_paper.pdf - Skills: Computer Vision, Machine Learning, Deep Learning, Affective Computing - Software Development: Python, C++, Sckit-learn, Pandas, Pytorch, Tensorflow, Numpy, Keras, Matlab, SQL - Tools: Git, AWS, Hadoop, Docker, MongoDB, SQL, AWS-lambda

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