Tian Wei
Senior Software Engineer at 微软
Haidian District, Beijing, China
Summary
🤩
Rockstar🎓
Top SchoolTian Wei is a senior software engineer and ML specialist with 11 years of experience building production NLP, recommender, and advertising systems across top Chinese and global tech firms. Currently an Azure Synapse ML engineer at Microsoft, he brings deep hands-on expertise in attention-based neural networks, uplift modeling, knowledge-graph–enhanced generation, and real-time retrieval applied to ads and conversational products. His prior roles at ByteDance, Baidu and Microsoft China include architecting personalized ranking and query2vec approaches that blend classical CF with deep semantic models. Tian pairs strong research-minded model design (CVAE-Transformer, GNN, BERT/UNILM variants) with pragmatic product delivery for partners such as Netease and WeChat. Notably, he combines academic rigor—M.S. in Systems Analysis with high GPAs—with an ability to translate advertiser behavior into vectorized features used in bidding systems. Based in Haidian, Beijing, he focuses on scalable ML solutions that close the loop from offline modeling to real-time impact measurement.
11 years of coding experience
3 years of employment as a software developer
Master of Science (M.S.), 理学硕士, Systems Analysis and Integration, 系统分析与集成, GPA: 3.89/4.0, Master of Science (M.S.), 理学硕士, Systems Analysis and Integration, 系统分析与集成, GPA: 3.89/4.0 at 北京师范大学
English
Github Skills (85)
analysis-services10
python10
natural-language-generation10
regression10
random-forest10
chatgpt10
ai10
classification10
powerbi10
dax10
jupyter-notebook10
automated-machine-learning10
cognitive-services10
discord10
agentic10
Programming languages (4)
Github contributions (5)
whiskyboy/autogen
Apr 2024 - Nov 2024
Contributions:40 pushes, 3 branches in 7 months
whiskyboy/image-aesthetics
Jun 2017 - Aug 2017
Contributions:17 commits, 18 pushes, 1 branch in 2 months
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