Radu Marinescu
Research Scientist at IBM
Ireland
Summary
👤
Senior🎓
Top SchoolRadu Marinescu is a research scientist at IBM with over 10 years of experience applying AI to automated reasoning, probabilistic inference, machine learning and emerging quantum computing paradigms. He holds a PhD in Computer Science from UC Irvine and has an extensive publication record (50+ papers) and 20+ patents, signaling strong output at the intersection of theory and applied systems. Skilled in Python, C++ and Java, he translates formal methods and probabilistic models into practical solutions for industrial research problems. His career bridges academia and industry—from postdoctoral work at University College Cork to long-term research at IBM—indicating deep expertise in both foundational research and technology transfer. An often overlooked strength is his sustained patent productivity, which suggests a knack for turning novel ideas into protectable, deployable innovations.
10 years of coding experience
1 year of employment as a software developer
BS, Computer Science, BS, Computer Science at Universitatea „Politehnica” din BucureștiMS, Computer Science, MS, Computer Science at University of California, Irvine
Github Skills (15)
probabilistic9
pattern-recognition9
c-library8
graphical-models8
probabilistic-graphical-models8
extensible8
pytorch6
inference6
machine-learning6
solver4
ids3
cpp2
deep-learning1
sum1
sum-product1
Programming languages (1)
Github contributions (5)
radum2275/mmap2u
Mar 2023 - Mar 2025
Credal Marginal MAP solver
Contributions:5 PRs, 43 pushes, 1 branch in 2 years
radum2275/merlin
Mar 2016 - Feb 2017
An extensible C++ library for probabilistic inference in graphical models.
Contributions:26 commits, 37 pushes, 2 branches in 1 year
pytorchc-libraryprobabilistic-inferenceinferencegraphical-models
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