Ahmet Durmuş
Data Scientist
Istanbul, Istanbul, Turkey
Summary
👤
Senior🎓
Top SchoolAhmet Durmuş is a Data Scientist and quant researcher with 8 years of experience applying neural networks to time series problems, specializing in supervised RNN models for financial and language data and exploratory use of autoencoders for feature extraction. Based in Istanbul, he has driven model development and research at TEB Arf and Kare Portföy Yönetimi, turning academic deep learning experiments into production-oriented trading and analytics solutions. His background in industrial engineering and economics gives him a strong quantitative foundation and a pragmatic view of model risk and deployment. Outside work he stays current by reading deep learning papers and enjoys comic books, a combination that fuels both analytical curiosity and creative problem framing.
8 years of coding experience
Master of Arts - MA, Economics, Master of Arts - MA, Economics at Koç UniversityBachelor of Science - BS, Industrial Engineering, Bachelor of Science - BS, Industrial Engineering at Orta Doğu Teknik Üniversitesi / Middle East Technical UniversityHigh School Diploma, High School Diploma at Robert College
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (34)
integer9
mixed-integer-programming7
nonlinear7
mat7
optimization7
julia7
modeling6
mathematical6
nonlinear-programming6
mathematical-programming6
linear-programming5
deep-learning5
machine-learning5
data-science4
linear-optimization4
Programming languages (4)
Github contributions (5)
ahmetumutdurmus/awd-lstm
Sep 2019 - Sep 2019
Contributions:27 commits, 26 pushes, 3 branches in 1 day
ahmetumutdurmus/kareexperiments
Dec 2018 - May 2019
Contributions:108 pushes, 1 branch in 5 months
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