Capital One

The team at Data Innovation Team (part of C4ML) on the UIUC campus in research park is specifically focused on unsupervised and semi-supervised solutions to data related problems. 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. What we work on: 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.