Andrei Marinescu
Senior Machine Learning Engineer at Deliveroo
Ireland
Summary
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Senior🎓
Top SchoolAndrei Marinescu is a Senior Machine Learning Engineer with nine years of experience applying time-series forecasting, deep learning and reinforcement learning to energy systems and operations. He builds production-grade forecasting and optimisation solutions—currently at Deliveroo for finance and logistics forecasts—and previously led data-science efforts at Eaton focused on renewable integration, storage scheduling and EV control. His PhD work and research roles bridged multi-agent RL, smart grids and hardware-in-the-loop EV charging, giving him rare end-to-end expertise from academic research to stakeholder-facing productisation. Comfortable presenting to C-level audiences and supervising student projects, he combines rigour in modelling with practical deployment experience across utilities and mobility domains. Notably, he pairs optimisation and multi-agent techniques to tackle real-world energy transition challenges rather than treating them as purely predictive problems.
9 years of coding experience
7 years of employment as a software developer
"Unirea" Highschool, BrasovDoctor of Philosophy (PhD), Computer Software Engineering, Doctor of Philosophy (PhD), Computer Software Engineering at Trinity College, DublinBachelor of Engineering (BEng), Telecommunications Engineering, Bachelor of Engineering (BEng), Telecommunications Engineering at Transilvania University of BrasovMaster of Engineering (M.Eng.), GPS Technology, Master of Engineering (M.Eng.), GPS Technology at Aalborg UniversitetGithub contributions (2)
marinesa/ns-3-validation
Feb 2017 - Feb 2017
Contributions:24 commits, 21 pushes, 1 branch in 10 days
marinesa/marinesa.github.io
Feb 2019 - Feb 2019
Contributions:7 pushes, 1 branch in 2 days
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