Teaching

• CSCI 1951-I: CS for Social Change

• DATA 1030: Intro to Data and Computer Science

• CSCI 2950-T: Interacting with Big Data

• CSCI 1310: Fundamentals of Computer Systems

Select Articles (more complete list at dblp)

Machine Learning for Database Systems

• DeepSqueeze: Deep Semantic Compression for Tabular Data (SIGMOD'20)

• The Case for a Learned Sorting Algorithm (SIGMOD'20)

• A Fully Pluggable NL2SQL Training Pipeline (SIGMOD'20)

• DBPal: A Learned Natural Language Interface for Database Systems (SIGMOD'18)

• Making the Case for Query-by-Voice with EchoQuery (SIGMOD16)

• Portable Workload Performance Prediction in the Cloud (ICDE'13)

• Learning-based Query Performance Modeling and Prediction (ICDE'12)

• Performance Prediction for Concurrent Database Workloads (SIGMOD'11)

• The Case for Predictive Database Systems: Opportunities and Challenges (CIDR'11)

• Database Support for Continuous Prediction Queries over Streaming Data (PVLDB'10)

Applied Data Engineering

• End-to-end artificial intelligence platform for the management of large vessel occlusions: a preliminary study (Journal of Stroke and Cerebrovascular Diseases, Vol 31, No 11, 2022)

• Detecting Large Vessel Occlusion at Multiphase CT Angiography by Using a Deep Convolutional Neural Network (Radiology, Vol 297, No 3, 2020)