Ashkan Aazami is a Senior Data Scientist at Microsoft with nine years of industry experience and a strong academic foundation (PhD) in computer science. He specializes in deep learning, machine learning, and large-scale online experimentation—having been a principal contributor to a platform that runs thousands of concurrent A/B tests and a scorecard system for large-scale statistical analysis. Comfortable across the full stack, he designs scalable Web APIs and big data systems using technologies from TensorFlow/PyTorch and MapReduce to Azure, Hadoop, and Cosmos. His background in algorithms, graph theory, and distributed optimization informs pragmatic, efficient solutions for production ML systems. A longtime practitioner of Test Driven Development and agile processes, he blends research rigor from academia with production-grade engineering at Microsoft.
Tools to compare metrics between datasets, accounting for population differences and invariant features.
Contributions:10 commits, 5 PRs, 6 pushes in 15 days
accountingstatisticsinvariantdifferencesdatasets
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