Advanced Machine Learning Engineer at Independent Consultant
Berlin, Italy
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Summary
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Michael Osipov is an Advanced Machine Learning Engineer with 14 years of cross-disciplinary experience turning research-grade models into production systems across computer vision, NLP, and robotics. He combines a strong theoretical background from MIPT and Politecnico di Milano with hands-on engineering—deploying ASR and dysarthric-speech solutions, building instance-segmentation pipelines that hit ~80–85% semantic IoU, and shipping RAG assistants and robotic pose estimators. Comfortable across the stack, he leverages PyTorch, transformers, geospatial tools, and cloud-native orchestration (k8s, Docker, Azure) to deliver scalable inference pipelines. A prolific open-source contributor and systems integrator, Michael has fixed and enhanced core projects like Apache Maven, Tomcat, cURL and CPython—work that reflects deep backend, authentication and cross-platform build expertise. He mentors AI practitioners and blends scientific rigor with practical reliability, often improving legacy systems while advancing model performance in real-world settings.
14 years of coding experience
15 years of employment as a software developer
Master's degree Digital transformation, Master's degree Digital transformation at Politecnico di Milano
Master of Science - MS Theoretical and Mathematical Physics, Master of Science - MS Theoretical and Mathematical Physics at Moscow Institute of Physics and Technology (State University) (MIPT)
Contributions:155 reviews, 134 commits, 36 PRs in 9 years
Contributions summary:Michael primarily contributed to the Apache Maven SCM project, focusing on enhancements to the Subversion (SVN) provider. The commits reveal work on features like supporting the `--parents` option for the `svn copy` command and addressing issues related to creating branches with nested directories. The user also made several code changes to the git provider, improving URL handling and adjusting the update command. This demonstrates a good understanding of SCM systems.
Contributions:970 reviews, 362 commits, 155 PRs in 9 years
Contributions summary:Michael contributed to the Apache Maven core project by addressing bugs, enhancing code readability, and improving build script functionality. Their work included modifications to the `MavenCli.java` file, adjustments to batch scripts, and enhancements to error messages for shell scripts, primarily focusing on improving the user experience and fixing bugs. These changes highlight the user's involvement in maintaining the build and deployment process, emphasizing their contributions to ensuring the reliability and efficiency of the core Maven functionalities.
maven-pluginsmavenapachejavabuild-management
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Michael Osipov - Advanced Machine Learning Engineer at Independent Consultant