Jeremy Melvin
Senior Data Scientist
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolJeremy Melvin is a Senior Data Scientist and mathematical modeler with a PhD in Computational Applied Mathematics and nine years of experience across industry and academia, now based in Sunnyvale and working at Coinbase. He blends deep expertise in physics-based simulation (turbulent flow) and statistical learning with practical production skills in Python, C++, SQL, and AWS to deliver ML-driven products and reporting pipelines. Jeremy has built custom LLM interfaces and RAG systems using OpenAI, Pinecone, and MongoDB, led data teams to produce investor-facing demos that secured accelerator funding, and operationalized predictive and classification models for client services. Comfortable moving between high-performance simulation code and modern data stacks, he brings a rare combination of theoretical rigor and product-focused engineering that speeds scientific ideas into deployed solutions.
9 years of coding experience
14 years of employment as a software developer
Bachelor of Science - BS, Management, Bachelor of Science - BS, Management at Penn State UniversityMaster of Science - MS, Statistics, Master of Science - MS, Statistics at Villanova UniversityDoctor of Philosophy - PhD, Computational Applied Mathematics, Doctor of Philosophy - PhD, Computational Applied Mathematics at Stony Brook University
Github Skills (32)
simulation10
modeling-tool10
targeting10
simulations10
solver10
simulation-framework10
agent-based-modeling10
snl-applications10
modelica10
mach9
clause9
exascale9
hpc-applications8
unstructured8
regression7
Programming languages (4)
Github contributions (5)
jamelvin/nalu-wind
Oct 2018 - Mar 2023
Wind energy focused variant of https://github.com/NaluCFD/Nalu
Contributions:76 pushes, 25 branches in 4 years 5 months
focusedwindenergywind-energy
jamelvin/Nalu
Sep 2017 - Jun 2018
Contributions:4 PRs, 22 pushes, 7 branches in 8 months
low-machtrilinoswindsierrabase-code
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