Jay Franck

Machine Learning Engineer at Dropbox

United States
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Summary

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Senior
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Top School
Jay Franck is a Machine Learning Engineer with 9 years of experience deploying ML models into real-time production systems at scale, most recently improving PlayStation-facing systems and now building search relevancy and retrieval at Dropbox. He specializes in productionizing ranking and RAG systems—designing LambdaMART and TensorFlow Ranking models, optimizing endpoint latency, and expanding recall through query augmentation and vector-based retrieval. Jay pairs a deep research foundation (PhD in Astrophysics) with pragmatic engineering: he has migrated ETL pipelines to BigQuery/PySpark, tuned Solr boosts, and created realistic evaluation frameworks for LLM-integrated products. Known for squeezing both latency and accuracy gains, he blends model-level innovation with operational improvements like autoscaling and feature pruning to serve millions of users.
code9 years of coding experience
job14 years of employment as a software developer
bookDoctor of Philosophy (Ph.D.) Astrophysics, Doctor of Philosophy (Ph.D.) Astrophysics at Case Western Reserve University
bookM.S. Astrophysics, M.S. Astrophysics at San Diego State University
bookB.S. Astrophysics, B.S. Astrophysics at Michigan State University
bookMacquarie University
languagespython, sql, solidity
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Stackoverflow

Stats
344reputation
106kreached
5answers
0questions
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Github Skills (82)

recommender10
svd10
factorization10
spark-ml9
matrix9
sentiment-analysis9
part-of-speech-tagger9
entity-extraction9
language-detection9
pyspark9
compression9
mixture-of-experts9
nlp8
optimization8
gpu8

Programming languages (6)

SolidityScalaJavaScriptHTMLJupyter NotebookPython

Github contributions (5)

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franckjay/GoodReadsGraph

Oct 2019 - Feb 2022

Build a Graph Database of Good Reads book data to recommend novel novels to users
Contributions:15 commits, 1 PR, 13 pushes in 2 years 3 months
novelsdatabaserecommendgraphgraph-database
Contributions:1 review, 9 PRs, 15 pushes in 4 years 5 months
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Jay Franck - Machine Learning Engineer at Dropbox