Peng Liu
PHD Student at Linköping University
Linköping, Sweden
Summary
👤
Senior🎓
Top SchoolPeng Liu is a PhD student in Automatic Control at Linköping University with eight years of engineering experience spanning C-based DSP development for physical-layer communications and advanced research in joint state and parameter estimation. He holds a Master’s in Information and Network Engineering from KTH and a Bachelor in Armored Vehicle Engineering from Beijing Institute of Technology, combining rigorous systems thinking with hands-on signal-processing expertise. During three years as a software engineer on universal test equipment, he led maintenance and feature development for real-time measurement tools (frequency/phase offset, EVM), which seeded his interest in estimation and control. Based in Linköping, he blends academic research with practical embedded software experience and a track record of translating low-level signal insights into robust algorithmic solutions.
8 years of coding experience
3 years of employment as a software developer
Master's Degree, Information and Network Engineering, Master's Degree, Information and Network Engineering at KTH Royal Institute of TechnologyLinköping UniversityBachelor of Engineering (B.E.), armored vehicle engineering, Bachelor of Engineering (B.E.), armored vehicle engineering at Beijing Institute of Technology
Github Skills (40)
expectation-maximization10
generative-model10
hidden-markov-model10
generative9
probabilistic-models8
belief-propagation8
generator8
graphical-models8
glow7
message-passing7
markov6
hidden6
interpolation6
pytorch6
neural-network5
Programming languages (3)
Github contributions (5)
FirstHandScientist/amp
Feb 2019 - Feb 2020
Advanced Message Passing
Contributions:48 commits, 1 PR, 5 pushes in 11 months
expectation-propagationgraphical-modelsmessage-passingbelief-propagationmessage
FirstHandScientist/EM-GM
Apr 2019 - Jun 2020
GenMM
Contributions:10 commits, 1 push in 1 year 2 months
pytorchflow-modelgenerative-modelglow-structureinterpolation
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