Capital One

Capital One's Applied Research Team at the University of Illinois Champaign-Urbana campus is focused on unsupervised and semi-supervised machine learning. Whether it is profiling data, identifying & tracking model drift, or creating synthetic data - we are a tight knit group, focusing on machine learning problems which deliver high value for a fortune 100 company. What we work on: Automated Machine Learning, Generating synthetic data, utilizing RNNs and GANs, Identify complex data types, utilizing RNNs (think SSN, Address, Phone Number), Developing distributed and serverless systems to enable machine learning in the cloud, Hyperparameter tuning at an enterprise scale, Patent our cutting edge technologies, Publish papers related to our work.