Cameron Bieganek
Senior Data Scientist
Minneapolis, Minnesota, United States
Summary
👤
Senior🎓
Top SchoolCameron Bieganek is a Senior Data Scientist with 11 years of experience applying probabilistic modeling, optimization, and engineering-grade software practices to energy, logistics, and health-data problems. Comfortable across R, Python, and Julia, he has built end-to-end solutions from LightGBM fuel-use models and PyMC Bayesian estimators to JuMP-powered renewables optimizers and CNC toolpath generators. He repeatedly moves research into production—packaging codebases, adding tests, deploying to AWS, and running large experiments on SLURM—while mentoring interns and owning project lifecycles. Notably, his work has driven commercial value (e.g., solar farm layout algorithms contributing to $40M NPV) and practical energy savings models for refrigeration and homes. Based in Minneapolis, he pairs a physics and mechanical engineering background with hands-on software engineering to tackle complex, data-driven physical systems.
11 years of coding experience
10 years of employment as a software developer
M.S., Physics, M.S., Physics at Minnesota State University, MankatoMaster's Degree, Mechanical Engineering, Master's Degree, Mechanical Engineering at Iowa State UniversityBachelor's Degree, Physics, Bachelor's Degree, Physics at Denison University
Stackoverflow
7,398reputation
276kreached
102answers
31questions
julia
top-5%
Github Skills (200)
atom-editor10
programming-language10
python10
datasets10
regression10
visual-studio10
polars10
tabular10
threaded10
clustering10
scikit10
dataframes10
tuning-parameters10
statistics10
julialang10
Programming languages (12)
Github contributions (5)
CameronBieganek/julia
Dec 2021 - May 2024
The Julia Programming Language
Contributions:24 pushes, 5 branches in 2 years 5 months
julia-languagefmijulialangdataflow-programmingjulia-programming-language
CameronBieganek/julia-color-themes
Jan 2020 - Mar 2020
Contributions:33 commits, 21 pushes, 1 branch in 2 months
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