Murat Semerci
Software Engineer at Bogazici University
Selchow, Brandenburg, Germany
Summary
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Senior🎓
Top SchoolMurat Semerci is a software engineer with a PhD in machine learning and over a decade of experience building systems in C/C++ and Python across cybersecurity, embedded systems, and cloud-based big data processing (Azure). He combines long-standing academic experience in research and teaching with practical software and algorithm design skills, focusing on explainable AI and machine learning applications for distance learning and data analysis. Comfortable moving between low-level embedded constraints and cloud-scale pipelines, he emphasizes interpretable models and robust engineering. Trained at Boğaziçi University and RPI, he brings a researcher's rigor to production code and system design, often bridging theory and applied solutions in education technology and security contexts.
10 years of coding experience
MS, Computer Science (Machine Learning), MS, Computer Science (Machine Learning) at Rensselaer Polytechnic InstituteHigh School, Mathematics, High School, Mathematics at Vatan Anadolu LisesiBS, Electrical and Electronics Engineering, BS, Electrical and Electronics Engineering at Boğaziçi University
Github Skills (34)
cognitive-services10
notebook10
pytorch10
kaggle10
artificial-intelligence10
python10
data-science10
mxnet10
machine-learning10
gluon10
math10
azure-machine-learning10
reinforcement-learning10
gaussian-processes10
hyperparameter-optimization10
Programming languages (3)
Github contributions (5)
semercim/d2l-en
Jan 2021 - Nov 2022
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
Contributions:24 pushes, 8 branches in 1 year 10 months
multi-frameworksmathpythondeep-learningrecurrent-neural-networks
semercim/d2l-tr
Jul 2020 - Nov 2022
Turkish translation of Dive into Deep Learning
Contributions:34 PRs, 503 pushes, 94 branches in 2 years 4 months
caffe2deep-learningtranslationdivedive-into-deep-learning
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