Lichuan Xiang
Machine Learning Eng at 英国华威大学
Coventry, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolLichuan Xiang is a machine learning engineer and researcher with eight years of experience specializing in deep learning, computer vision, AutoML, generative and language models. Currently at Apple and an Honorary Research Fellow at the University of Warwick, he bridges applied ML in industry with academic research in ML systems and image interpretation. His background includes building AutoCV platforms, NAS and super-resolution research with Samsung, and deploying production ML tooling (multi-GPU training, Docker, TF profiling) at 4Paradigm where his AutoCV work outperformed human baselines on multiple benchmarks. He has applied RAG systems for legal file analysis and led interdisciplinary projects such as street-view image understanding and stylometry, demonstrating versatility across domains. Fluent in both engineering and research workflows, he often moves ideas from prototyped neural architectures to scalable training and deployment. An underappreciated strength is his blend of hands-on production engineering (tooling, deployment, efficiency profiling) with deep academic rigor from a PhD at Warwick.
8 years of coding experience
5 years of employment as a software developer
工学学士 数字媒体技术-Digital Media Tech, 工学学士 数字媒体技术-Digital Media Tech at Huaqiao UniversityDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Warwick
Chinese, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (24)
pytorch10
python10
data-science9
machine-learning9
tensorflow9
keras-neural-networks9
deep-learning9
jax8
optimizers7
theano7
neural-network7
neural-architecture-search6
keras6
nas6
architecture5
Programming languages (2)
Github contributions (5)
Tiaspetto/Final3Dposeproject
Jul 2018 - Dec 2018
Contributions:263 pushes, 1 branch in 5 months
Tiaspetto/Awesome_zero_cost
Dec 2022 - Dec 2022
Contributions:11 commits, 10 pushes, 1 branch in 1 day
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