H Bozkurt

Machine Learning Engineer at Amazon Web Services (AWS)

Berlin, Germany
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Summary

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H Bozkurt is a Machine Learning Engineer with eight years of experience, currently building ML capabilities for Amazon Q out of Berlin. He has driven SageMaker Auto Model Tuning, Autopilot and Canvas features at AWS and brings a strong research-to-production background from graduate work applying reinforcement learning to SAT/ASP solvers and neural architecture search for semantic segmentation. His expertise spans reinforcement learning, hyperparameter optimization, NAS and automated machine learning, with a practical focus on scalable, production-ready tooling. A proponent of open source and AI democratization, he combines academic rigor from The University of Freiburg with engineering discipline honed at AWS, making him adept at turning advanced research ideas into widely usable services.
code8 years of coding experience
job6 years of employment as a software developer
bookMaster of Science - MS Computer Science, Master of Science - MS Computer Science at The University of Freiburg
bookBachelor of Science - BS Electrical and Electronics Engineering, Bachelor of Science - BS Electrical and Electronics Engineering at Bilkent University
languagesTurkish, İngilizce, German
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Github Skills (70)

python10
mxnet10
multi-objective-optimization10
sagemaker10
amazon-sagemaker10
mlops10
deep-learning10
huggingface10
optuna10
neural-architecture-search10
deploying10
jupyter10
data-science10
reinforcement-learning10
jupyter-notebook10

Programming languages (3)

C++Jupyter NotebookPython

Github contributions (5)

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hfurkanbozkurt/SMAC3

Sep 2019 - Oct 2019

Sequential Model-based Algorithm Configuration
Contributions:26 pushes, 2 branches in 1 month
model-basedsequentialalgorithm-configuration
hfurkanbozkurt/syne-tune

Feb 2022 - Apr 2022

Large scale and asynchronous Hyperparameter Optimization at your fingertip.
Contributions:5 pushes, 2 branches in 2 months
asynchronoushyperparameteroptimizationmachine-learningscale
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H Bozkurt - Machine Learning Engineer at Amazon Web Services (AWS)