Lei Huang
SMTS Software Engineer at AMD | AI Compiler Specialist | Optimizing Machine Learning Workflows for Peak Performance
- Role
- Senior Member of Technical Staff at AMD
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Lei Huang
Lead the Computing and Scientific Machine Learning Research Lab at PVAMU sponsored by NSF and DoD. Conduct research in cloud computing, scientific machine learning, big data analytics, and high-performance computing. Work on the research of integrating machine learning with scientific computing to facilitate new science discoveries and governing rules. Specialties: scientific machine learning, deep learning, big data analytics on Spark and Hadoop, high-performance computing applications, programming models, and compiler development.
Experience
Senior Member of Technical Staff
Sep 2024 — Present · US
Education
University of Houston
Ph.D., High Performance Computing, parallel language, compiler technology, and performance tuning
2000 — 2006
Southwest Jiaotong University
MS, Computer Science
1994 — 1997
Skills
- Analysis
- Algorithms
- Research
- Program Management
- Signal Processing
- Pattern Recognition
- Machine Learning
- Software Development
- Matlab
- High Performance Computing
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