PhD Computational Physicist turned Machine Learning Engineer. I currently work on document AI -- classification and information extraction for any kind of document. I'm "full stack" in the sense that I lead ML projects from data curation, labeling, training, evaluation, all the way to production deployment. Other relevant experience: 20 years of software engineering, currently primarily Python/Typescript/React. Site reliability engineering with emphasis on observability. Kubernetes. Full-stack SaaS development. SQL and noSQL databases.More...