Xinrui Shao
Staff Machine Learning Engineer @Kargo
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WORK HISTORY
Staff Machine Learning Engineer @Kargo
Spearheaded the design and deployment of a next-generation recommendation and targeting platform built on NVIDIA Merlin, TensorRT, Triton Inference Server.Directed a cross-functional initiative to unify offline model training and online inference through a real-time feature store, enabling consistent low-latency enrichment and personalized product ranking at scale.Established robust MLOps pipelines in AWS SageMaker and Kubernetes, automating data preprocessing, embedding generation, model training, and GPU deployment.
EDUCATION
University of Waterloo
Bachelor’s Degree, Management Engineering
SKILLS
ABOUT XINRUI SHAO
Experienced MLE with a strong background in optimization, operational research, and…
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