About
Researcher, educator and solver of computationally-intensive mathematical problems. I am currently employed as a Staff AI Research Scientist at Sage AI where I solve problems in fintech using Machine Learning and Data Science. Prior to this role, I was a Senior Data Scientist at NerdWallet, a Senior Data Science Developer Advocate at Databricks and a Computational Scientist at Virginia Tech.
My current research interests are Natural Language Understanding, Reinforcement Learning and MLOps.
SuperComputing18 Presentations
Slides
The slides below were used for presentations at the SuperComputing 2018 conference in Dallas.
Overview of PyTorch
The posts associated with these slides can be found here and here.
Quick introduction to AutoML
The post associated with these slides can be found here. Note that this is still work in progress and will be updated periodically.
AutoML
An overview of Automated Machine Learning
Gaussian Process Regression (Draft)
Uncertainty quantification
Word2Vec in Pytorch - Continuous Bag of Words and Skipgrams
Pytorch implementation
CS4984/5984 Big Data Summarization
Class notes
Virtual environments for Anaconda Python
Useful conda commands
OpenACC workshop
Class slides
Slides for the OpenACC class that I taught for Prof. Tim Warburton.
PEARC 2018 Workshop
Workshop slides and Jupyter Notebooks
Introduction to Machine Learning
NLI Class slides
This page contains slides to the ‘Introduction to Machine Learning’ NLI class series that I have taught at Virginia Tech.