Jiayao Liu
Senior Ai Scientist Machine Learning Engineer @Intuit
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WORK HISTORY
Senior Ai Scientist Machine Learning Engineer @Intuit
Mountain View, CA, US
Led end-to-end development of a personalized recommendation ranking model on financial products, achieving +16% lead creation- Built reusable, large-scale ML pipelines including data collection and processing, training and evaluation- Developed LLM-based integrated product recommendation explainability, context summarization and pitch guidance- Productionized models, reduced serving latency, validated API contracts, and implemented integration tests.Tools: Python, AWS, Kubernetes (Kubeflow), Databricks, AWS Sagemaker, Git, GPT4, Docker, Postman
EDUCATION
The University of Hong Kong
Bachelor of Engineering in Engineering Science(BEng[EngSc]), Computing and Data Analytics
University of California, Davis
Exchange program, Computer Science, Statistics, Economics
New York University
Master of Science - MS, Data Science
ABOUT JIAYAO LIU
Machine Learning & Data Analytics & Data VisualizationProgramming:Python (Pandas, NumPy, Scikit-learn, Matplotlib, PyTorch), SQL, R, Spark (PySpark), Hadoop
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