Sean Crosby
Senior Machine Learning Engineer at Predoc
Bellingham, Washington, United States
Summary
👤
Senior🎓
Top SchoolSean Crosby is a Senior Machine Learning Engineer with a decade of hands-on experience building production ML systems that bridge research and product—scaling services, automating structured-data extraction from unstructured sources, and orchestrating multi-tier data pipelines. He draws on a PhD in Physical Oceanography and research roles at Scripps and USGS to bring rigorous modeling, large-data workflow management, and peer-reviewed publication experience to applied ML problems. Sean has shipped transformer fine-tuning, RAG and agentic LLM workflows for commercial products, and improved web categorization at scale for K–12 safety, demonstrating both experimental depth and operational rigor. Based in Bellingham, WA, he pairs scientific curiosity (physical oceanography) with practical engineering—he’s also an avid runner and wing-foiler—bringing collaborative mentorship and cross-disciplinary thinking to teams.
10 years of coding experience
8 years of employment as a software developer
University of California, San DiegoUniversity of California Santa Cruz
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (7)
routines7
marine6
time-series3
matlab1
toolbox1
data-model1
datasets1
Programming languages (3)
Github contributions (5)
sccrosby/PythonOceanLessons
Mar 2020 - Jan 2021
Contributions:27 commits, 27 pushes, 1 branch in 9 months
sccrosby/SkagitOperational
May 2017 - Jun 2018
Skagit Operational Delft3d Model
Contributions:2 PRs, 58 pushes, 1 branch in 1 year
operational
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