Armin Fabritzek
Freelance AI & Computer Vision Engineer Research & Development at Selbstständig
Berlin, Germany
Summary
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Senior🎓
Top SchoolArmin Fabritzek is a freelance AI and computer vision engineer with nine years of experience bridging biological research and production-grade machine learning systems. Trained as a biologist (Diplom/MSc equivalent), he applies rigorous experimental thinking to designing object-detection pipelines, RAG-enabled multi-agent research tools, and edge AI deployments on devices like Raspberry Pi and NAS. He has developed dockerized YOLO/SAM/EfficientNet stacks for real-world tasks such as bird recognition and has managed GPU-heavy HPC infrastructure for model training. Comfortable across Python, PyTorch, and R, he moves projects from data-driven models to embedded production while keeping reproducibility and deployment constraints front and center. Based in Berlin, he enjoys combining ecological domain knowledge with modern AI to solve applied vision problems that demand both scientific nuance and systems engineering. A less obvious strength is his history in population genomics and experimental ecology, which informs his careful approach to dataset bias, sampling, and model generalization.
9 years of coding experience
1 year of employment as a software developer
Diplom, Biologie, allgemein, Diplom, Biologie, allgemein at Johannes Gutenberg-Universität Mainz
Github Skills (111)
phylogeny9
seq9
deep-learning9
gazebo-simulator9
chatbot8
ignition8
movie8
javascript8
robotics8
chatgpt8
cheetah8
genomics8
crf8
notebook8
react8
Programming languages (9)
Github contributions (5)
riwug/MyStudentDB
Oct 2018 - Oct 2018
Contributions:8 commits, 17 pushes, 2 branches in 3 days
arminf82/myCheatSheet
Jun 2020 - Mar 2022
Contributions:3 pushes, 1 branch in 1 year 8 months
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