Erdem Karaköylü
Data Scientist
United States
Summary
👤
Senior🎓
Top SchoolErdem Karaköylü is a data scientist with 11 years of experience who brings a rare blend of deep-sea science and modern ML: a PhD in Biological Oceanography from Scripps and a track record building probabilistic, causal, and graph-based solutions for satellite and ecological data. He has delivered research-grade algorithms at NASA Goddard and enterprise analytics at Research Innovations, and now consults freelance while continuing to push Bayesian methods and deep learning into applied environmental problems. Comfortable with Python, pandas, scikit-learn, and PyMC3, he focuses on uncertainty-aware products—turning noisy ocean color and ecological simulations into usable, synoptic insights. Fluent in both academic research and production software, he often bridges domain knowledge and engineering to make complex, physics-informed models operational. An early career in field-based plankton ecology and even unit command in the military contribute to his pragmatic, systems-level view of problem solving.
11 years of coding experience
21 years of employment as a software developer
French Baccalaureate, Biology and Mathematics, French Baccalaureate, Biology and Mathematics at Lycée Antoine de Saint-Exupéry de SantiagoUniversity of California, San DiegoBachelor of Science (B.S.), Oceanography, Bachelor of Science (B.S.), Oceanography at Florida Institute of TechnologyBachelor of Arts, Business Administration, Bachelor of Arts, Business Administration at Eastern Mediterranean University
French, Turkish, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (21)
geoviews6
intellisense6
vscode5
on-the-fly5
vscode-extension5
cartopy5
python5
visual-studio-code4
jupyter4
machine-learning4
visual-studio4
pylint3
linting3
visualization3
python-extension2
Programming languages (4)
Github contributions (5)
madHatter106/Bayesian-ML-4-IOP-from-TOA
Mar 2019 - Jul 2019
Contributions:1 release, 90 commits, 49 pushes in 4 months
madHatter106/DataScienceCorner
Jan 2017 - Oct 2019
Contributions:144 pushes, 8 branches in 2 years 9 months
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