About Mostafa
I help healthcare and data-driven companies build production-ready ML systems: from federated learning pipelines across distributed hospital networks to RAG-based clinical decision tools. 8+ years of experience, 20+ publications, AWS-deployed solutions, and a track record of measurable outcomes in critical care AI.
Persian
Native or bilingual
English
Fluent
Italian
Conversational
German
Basic
Can work on-site
Augsburg (up to 50km), Munich (up to 50km)
Experience
- Ludwig-Maximilians-Universität MünchenPostdoctoral ResearcherTECHDecember 2021 - Today (4 years and 6 months)Augsburg, GermanyApplications of Federated learning and Reinforcement learning in Intensive Care Unit.Deployed ML models in federated learning scenario, familiar with Dockerization, training and deploying ML models on premise.
- Fondazione Bruno Kessler - FBKResearcher Phd CandidateNovember 2017 - April 2022 (4 years and 5 months)Developed time-series analysis for the waste water management reduced 20% of the on-site controls and visits.Developed time-series analysis for Intensive care unit patients
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Education
- Doctor of Philosophy - PhD, Computer ScienceUniversità degli Studi di Trento2022Doctor of Philosophy - PhD, Computer Science
- Master of Science in Computer ScienceUniversità degli Studi della Calabria2017Master's Degree, Computer Science