Murat Koptur
Data Scientist
Istanbul, Istanbul, Turkey
Summary
👤
Senior🎓
Top SchoolMurat Koptur is a data scientist and software developer based in Istanbul with a decade of experience building end-to-end ML systems and financial software. He has led architecture and research efforts for trading decision-support, market-making algorithms (including FPGA implementations), and explainable statistical models for stocks and cryptocurrencies. His background spans fintech engineering, R&D for TÜBİTAK- and KOSGEB-funded projects, and hands-on product development for both enterprise and individual traders. Comfortable across backend engineering, Bayesian hyperparameter optimization, manifold and metric learning, he combines rigorous mathematical training (BSc Mathematics, MSc Data Analytics) with practical deployment skills. Currently contributing to data science teams at OYAK Yatırım and Tradesly, he brings a track record of turning research into production-ready trading tools and real-time systems. An uncommon strength is his experience translating research-grade ML into hardware-accelerated trading algorithms, bridging academic methods and low-latency engineering.
10 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Mathematics, Bachelor's degree, Mathematics at Akdeniz Üniversitesi
English
Stackoverflow
3reputation
116reached
0answers
1question
Github Skills (200)
reproducible-science10
linear-models10
regression-models10
julia10
svd10
keras10
logistic-regression10
windows10
r-language10
mod-manager10
numerical-analysis10
theano10
statistical-inference10
stock-analysis10
inpainting10
Programming languages (21)
Github contributions (5)
mrtkp9993/NumericalAlgorithms.jl
Jan 2021 - Nov 2022
[DEPRECATED] Statistics & Numerical algorithms implemented in Julia.
Contributions:2 releases, 81 commits, 1 PR in 1 year 10 months
julia-languagenumerical-algorithmsmathematicssimulationmonte-carlo
mrtkp9993/bayesciistatistik
Apr 2019 - Oct 2022
Bayesci istatistiğe giriş.
Contributions:112 commits, 1 PR, 110 pushes in 3 years 7 months
giri
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