Jian Yang
Machine Learning (Recommendation, Ranking)
- Role
- Applied Machine Learning Engineer at Kuaishou Technology
- Location
- Oakland, CA, US
- LinkedIn followers
- 500 followers
About Jian Yang
Applied Machine learning for recommendation system.
Experience
Applied Machine Learning Engineer
Feb 2020 — Present
Kuaishou International Live recommendation system design, ranking modeling and recommendation strategy developing, serving hundreds of millions DAU.Kuaishou TV recommendation system design, fullrank modeling and strategy developing.Kuaishou slide recommendation strategy developing, serving hundreds of millions DAU- Model design: Multi-Task Neural Nets- Training pipeline: data processing, sampling, logging, distributed model training (MapReduce, Hive, Tensorflow, Kafka, Redis)- Feature engineering: personalization, localization, embedding, text processing (Python, Java)
Education
Beihang University
Bachelor’s Degree, Industrial Engineering, minor Applied Mathematics
2004 — 2008
Beihang University
Master’s Degree, Industrial Engineering
2008 — 2011
Arizona State University
Master's degree, Solid Mechanics
2012 — 2014
Skills
- Matlab
- Python
- Statistics
- Statistical Modeling
- Data Mining
- Supply Chain
- Machine Learning
- C++
- Optimization
- Java
- Sql
- Visual Basic for Applications (Vba)
- Sas
- C#
- Excel Vba
- R
- Data Analysis
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