Jonathan Guiang
Senior Data Scientist
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolJonathan Guiang is a Senior Data Scientist and PhD physicist who translates large-scale experimental data and advanced ML into real-world AI products, currently leading AI-powered nutrition features at Dexcom. With nine years of experience across LHC experiments and production ML, he built end-to-end PyTorch pipelines, novel data-movement models for exabyte-scale workflows, and DevOps solutions that improved particle-physics precision measurements. He co-founded and directed EXPAND, growing it into a top-funded UCSD program that helped 40+ underserved students secure internships, jobs, and grad placements—evidence of his blend of technical mentorship and programmatic leadership. Comfortable moving between research and product, Jonathan has shipped dashboards and pipelines (Spark, Grafana, React) used by engineers and scientists, and mentors others in applied ML and data engineering. Based in Seattle, he focuses his skills on societal challenges like healthcare, AI safety, and misinformation, pairing entrepreneurial initiative with rigorous scientific training.
9 years of coding experience
7 years of employment as a software developer
University of California, San DiegoBachelor of Science - BS, Physics, Bachelor of Science - BS, Physics at UC Santa Barbara
Github Skills (20)
energy10
physics10
high-energy-physics9
snl-applications9
durability9
statistics8
histogram8
azerothcore7
dm6
plotly5
htcondor5
matplotlib5
cms5
simulation5
modular4
Programming languages (6)
Github contributions (5)
jkguiang/genesis
Mar 2022 - Dec 2022
Contributions:91 commits, 26 pushes in 9 months
jkguiang/cms-librarian
Feb 2022 - Oct 2022
Contributions:26 commits, 17 pushes, 1 branch in 7 months
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