Runqi Yang
Senior Machine Learning Engineer at ByteDance
Shanghai, Shanghai, China
Summary
👤
Senior🎓
Top SchoolRunqi Yang is a Senior Machine Learning Engineer with 10 years of experience designing and shipping recommendation and NLP systems for large-scale products at ByteDance, SmartNews, and Alibaba. He has end-to-end expertise across the recommendation workflow—from data pipeline and retrieval to ranking—backed by hands-on work in TensorFlow, PyTorch, Spark, Flink and production services like SpringBoot. At Alibaba he built query recommendation pipelines and advanced chat-query models, winning internal benchmarks and improving first-time search engagement, and he later focused on video-feed ranking at ByteDance. Comfortable coding in Python, Java, C++, Scala and JavaScript, he pairs deep technical delivery with clear cross-team communication and presentation skills. Fluent in Chinese and proficient in English, Runqi combines research-caliber modeling (pretraining and open-world classification) with pragmatic system engineering for production ML.
10 years of coding experience
4 years of employment as a software developer
Master’s Degree Computer Science, Master’s Degree Computer Science at Nanjing University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (138)
python10
deep-learning10
gpu10
sequence-to-sequence10
gpu-acceleration10
text-matching10
squad10
wikipedia10
acceleration10
numpy10
conformer10
ctc10
neural-network10
nlp10
tensor10
Programming languages (9)
Github contributions (5)
hitvoice/notes
Nov 2017 - Apr 2022
Contributions:297 commits, 274 pushes, 1 branch in 4 years 5 months
alibaba-edu/simple-effective-text-matching-pytorch
Sep 2019 - Sep 2021
A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".
Contributions:4 commits, 5 pushes, 32 comments in 2 years
nlppytorchtext-matchingquora-question-pairsdeep-learning
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