Deniz Dogan
Software Developer at MMI - Molecular Machines & Industries
Germany
Summary
👤
Senior🎓
Top SchoolDeniz Dogan is a software developer with 8 years of experience specializing in machine learning, computer vision, and full-stack development, currently building AI-based pathology imaging software in Germany. He has a strong track record deploying deep learning models from research-grade 3D microscopy workflows to edge-optimized inference on NVIDIA Jetson devices and industrial visual quality inspection systems. Comfortable across Python/PyTorch/OpenCV and modern web/mobile stacks (FastAPI, React/Next.js, Flutter), he bridges model research and production with Dockerized, Linux-centered deployments. His background spans academic research at a major hospital to product-focused engineering at startups and defense-industry projects, giving him a pragmatic appreciation for both reproducible science and robust, low-latency systems.
8 years of coding experience
8 years of employment as a software developer
Master of Science (M.S.), Computer Science, Master of Science (M.S.), Computer Science at Bilkent UniversityHigh School Diploma, Math / Science, High School Diploma, Math / Science at Ankara Ataturk Anatolian High School
Turkish, English, German
Github Skills (25)
model-conversion8
editing8
coremltools8
python-markdown8
markdown7
pytorch7
validation7
machine-learning7
tensorflow6
python6
deep-learning5
coreml5
plugin5
electrophysiology4
bids4
Programming languages (5)
Github contributions (5)
DenizDogan92/Cell-Segmentation
Sep 2018 - Dec 2018
Contributions:40 pushes, 1 branch in 2 months
DenizD/nextjs-app-template
Sep 2023 - Dec 2023
Contributions:19 pushes, 2 branches in 3 months
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