Semihcan Doken
Consultant At Regeneron Pharmaceuticals at Insight Global
City of Albany, New York, United States
Summary
👤
Senior🎓
Top SchoolSemihcan Doken is a data scientist and consultant with a decade of experience applying mathematical and computational techniques across startups and Fortune 400 firms, currently consulting at Regeneron. Trained as a physicist with computational math credentials from Stanford and a CS minor, he builds production-ready ML and data engineering solutions in Python, Spark, and XGBoost to drive business outcomes. His background ranges from designing occupancy-forecasting and price-recommendation systems at a SaaS Round A startup to improving ad-bidding and NLP call-quality models for scale. He has also contributed research-grade algorithm development for astrophysics and protein energy landscapes, reflecting a strong foundation in scientific computing and simulation. An organizer of the Saratoga Machine Learning and Big Data Analytics Study Group, he pairs curiosity-driven problem solving with pragmatic delivery for cross-functional teams.
10 years of coding experience
11 years of employment as a software developer
Bachelor's Physics Major. Computer Science Minor, Bachelor's Physics Major. Computer Science Minor at Middlebury CollegeDartmouth CollegeScience Diploma with Award for Excellence in Math and Sciences Science&Math, Science Diploma with Award for Excellence in Math and Sciences Science&Math at Robert CollegeDeutsche Schule IstanbulComputational Math track, Computational Math track at Stanford University
German
Stackoverflow
786reputation
102kreached
2answers
18questions
Github Skills (21)
feature-extraction9
medical-imaging8
discourse8
3d-images8
extraction8
python7
docker7
mongodb6
anaconda6
mongodb-query6
dplyr6
contour6
databricks6
conda6
dataframe6
Programming languages (2)
Github contributions (5)
sdoken/pydicom_rtstruct_contour_mapping
Apr 2018 - Jun 2018
Contributions:51 commits, 46 pushes, 1 branch in 1 month
sdoken/exploring_lung_data
Oct 2018 - Nov 2018
Contributions:11 pushes, 1 branch in 1 month
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