Raghuraman Gopalan
Ph.D. (2011)







My work centers around heterogeneous data analytics, with a focus on predictive modeling, transfer learning, model adaptation and large-scale classification problems. I'm currently a Director of Analytics at Thales in the SF Bay area. Prior to this I was at AT&T Labs-Research for seven years, most recently as a Principal Scientist. I obtained my Ph.D. in 2011 from the University of Maryland College Park, where I worked on machine learning problems related to computer vision from both statistical and geometric perspectives.


Areas of Expertise: 
  • Machine Learning (Predictive Analytics, Deep Learning, Domain Adaptation, Anomaly Detection, Unsupervised Learning) 
  • Computer Vision (Object Recognition, Video Analytics, Face Recognition, Location Inference, Shape and Gestures)
  • Chat Analytics (Churn Prediction, Willingness to Recommend, Sentiment Analysis, Customer Experience)
  • Network Security (Event Prediction, Intrusion Detection, Root Cause Analysis, Threat Analytics)




Research

(by learning problem type) 

(by application area)