Morgan Askins

Machine Learning Data Scientist

Greater Stockholm Metropolitan Area Sweden
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Summary

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Senior
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Top School
Morgan Askins is a Machine Learning Data Scientist with 12 years of experience applying statistical modeling and optimization to real-world systems, transitioning from particle physics research to logistics and warehouse operations. With a PhD in physics, Morgan built high-throughput ML inference pipelines and open-source tools for Bayesian analysis and simulation, achieving dramatic speedups (1000x in one fit) and deploying models that handle thousands of samples per second. At Stitch Fix they boosted warehouse labor efficiency by 30% via optimized worker pathing and reduced inventory holding time by four days through dynamic order-to-warehouse assignment. Comfortable across the stack—from Julia and TensorFlow to Streamlit and Looker—Morgan blends deep scientific rigor with pragmatic engineering to deliver measurable operational impact. A distinguishing trait is their ability to translate complex probabilistic methods into production-grade systems and intuitive dashboards that empower non-technical stakeholders.
code12 years of coding experience
job15 years of employment as a software developer
bookDoctor of Philosophy - PhD, Physics with an emphasis on nuclear science, Doctor of Philosophy - PhD, Physics with an emphasis on nuclear science at University of California, Davis
bookBachelor of Science - BS, Physics, Bachelor of Science - BS, Physics at Florida State University
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Github Skills (23)

simulation9
geant49
pac8
event-viewer8
poisson7
viewer7
watchman7
statistics6
julia5
recipe5
localization4
docker-image3
translation3
analytics2
docker2

Programming languages (8)

JuliaDockerfileC++ShellTeXObjective-CJupyter NotebookPython

Github contributions (5)

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MorganAskins/sibyl

Apr 2019 - Sep 2023

Event viewer for rat-pac / watchman
Contributions:15 pushes, 2 branches in 4 years 4 months
pacevent-viewerviewerwatchmanrat
MorganAskins/ratpac_watchman

Mar 2019 - May 2021

Geant4 based simulation packaged forked from github.com:rat-pac/rat-pac.git
Contributions:2 PRs, 75 pushes, 49 branches in 2 years 3 months
pythongeant4pacsimulationsimulation-based
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