Andrei Margeloiu
Member Of Technical Staff at Project Prometheus
Cambridge, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolAndrei Margeloiu is an AI researcher and machine learning engineer with a PhD from the University of Cambridge and ten years of experience building research-driven, production-grade systems. He combines deep ML theory—published at NeurIPS, ICML, AAAI and TMLR—with applied quant experience, having developed a Citadel trading algorithm that took positions exceeding €100M. At Project Prometheus he now applies generative and predictive AI to redesign how we engineer the physical world, with prior work spanning lossless image compression, tabular neural methods, and large-scale ML infrastructure. A decorated competitive programmer and educator, he led a Google HashCode World Finals team and created a C++ algorithms course with 120k+ learners, reflecting his knack for translating hard technical ideas into practical tools. His profile blends rigorous research, demonstrated production impact, and a talent for communicating complex concepts to broad audiences.
10 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science (Machine Learning), Doctor of Philosophy - PhD, Computer Science (Machine Learning) at University of CambridgeNational College "Tudor Vladimirescu", Targu JiuUniversity College London
English, Romanian, French
Stackoverflow
919reputation
104kreached
10answers
10questions
Github Skills (100)
python10
deep-learning10
gpu10
mongoose10
javascript10
editor10
numpy10
ai10
hyperparameter-tuning10
jupyter-extension10
electron10
typescript10
vscode-extension10
data-versioning10
vscode10
Programming languages (6)
Github contributions (5)
andreimargeloiu/Hospital-management-nodejs
Feb 2017 - May 2017
NodeJS web app for managing patients and planning their distribution across hospital’s rooms.
Contributions:69 commits, 74 pushes, 1 branch in 3 months
nodejshospital-managementhospital-information-managementmongodbmongoose
margiki/Dissertation-robustness
Mar 2020 - Dec 2020
Contributions:195 pushes, 2 branches in 8 months
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