Andrew Drozdov

Senior Research Scientist at Databricks Mosaic Research

San Francisco, California, United States
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Summary

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Andrew Drozdov is a Senior Research Scientist at Databricks specializing in search, retrieval-augmented generation, and optimizing compound AI systems, with a PhD in Computer Science from UMass Amherst. Over 11 years he has blended industrial and academic research—publishing at TACL, ACL, EMNLP, NAACL, and ICLR—and has held research internships at Google and IBM. He focuses on LLM training/inference, search algorithms, and agent enhancement, and has reviewed 100+ papers while serving as Senior Area Chair at ACL Rolling Review for information retrieval. Known as a "hacker with a research habit," he pairs deep theoretical work with practical system-building in production settings in San Francisco. Beyond papers, he led community-building efforts like UMass’s Data Science Tea and mentored MS students through industry-collaborative projects, signaling a strong commitment to research mentorship and cross-disciplinary communication.
code11 years of coding experience
job11 years of employment as a software developer
bookBachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at University of Michigan
bookMaster of Science - MS Computer Science, Master of Science - MS Computer Science at New York University
bookEdgemont Junior Senior High School
bookDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Massachusetts Amherst
languagesEnglish
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Github Skills (200)

apache-spark10
sentence10
toolbox10
web-application10
python10
pose10
computer-architecture10
record-linkage10
websocket10
hadoop10
datasets10
representations10
chat10
deep-learning10
gpu10

Programming languages (12)

TypeScriptJavaC++ShellCSSTeXSCSSScala

Github contributions (5)

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mrdrozdov/westworld-bingo

Mar 2020 - Apr 2020

Contributions:25 commits, 1 PR, 21 pushes in 1 month
Contributions:14 commits, 2 PRs, 16 pushes in 11 months
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Andrew Drozdov - Senior Research Scientist at Databricks Mosaic Research