Radu Nedelcu
Senior Machine Learning Engineer And Researcher at PlayStation
Stony Stratford, England, United Kingdom
Summary
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Senior🎓
Top SchoolRadu Nedelcu is a Senior Machine Learning Engineer and researcher with over a decade of experience building production-grade AI systems across Generative AI, LLMs and computer vision for customers from PlayStation to the UK government. He combines hands-on model engineering and MLOps—having shaped PlayStation’s ML infrastructure and prototyped agentic, multi-model pipelines—with leadership in building and mentoring distributed teams. Radu bridges industry and academia as a lecturer and collaborator on published research, and has a knack for turning ambiguous, large-scale data problems (including billion-transaction recommenders and legal-document information extraction) into deployable services. He’s equally comfortable modifying core model architectures for game-specific performance as he is deploying CUDA-enabled containerized APIs at scale, and he teaches Master’s-level Applied AI courses to cultivate the next generation of practitioners.
10 years of coding experience
9 years of employment as a software developer
High-School Diploma, Mathematics-Informatics (Billingual Studies - English and German), High-School Diploma, Mathematics-Informatics (Billingual Studies - English and German) at Zinca Golescu National High-SchoolBEng., Electronic & Communications, BEng., Electronic & Communications at London Metropolitan University
Romanian, English, German
Github Skills (30)
neuroevolution9
meta-learning9
wrapper9
opencv8
hyperparameter-tuning8
automated-machine-learning8
dotnet8
automl8
nuget8
image-processing8
algorithm7
machine-learning7
scikit-learn7
hyperparameter-optimization7
python7
Programming languages (3)
Github contributions (5)
Disruptive-Engineering-Limited/introduction-to-deep-learning
Sep 2020 - Sep 2020
Contributions:1 commit, 1 branch in 1 day
radu-nedelcu-de/nvidia-fan-controller
Sep 2017 - Sep 2017
Contributions:20 commits, 4 pushes, 1 branch in 1 day
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