Yang Chen
Data Scientist | MLOps @ Fifth Third Bank
- Role
- Data Scientist, Mlops at Fifth Third Bank
- Location
- Raleigh, NC, US
- LinkedIn followers
- 500 followers
About Yang Chen
Hi, I\'m Yang Chen, a data and art enthusiast! I am currently working towards my Master’s…
Experience
Data Scientist, Mlops
Jun 2024 — Present
Optimized a feature engineering pipeline for a real-time credit underwriting machine learning model,reducing individual customer processing time from 20 - 30 seconds to sub-second performance- Built end-to-end ML pipelines for BERT-based transformer models using PyTorch, MLflow, Snowflake, Jenkins, and AWS SageMaker, significantly improving search engine functionality to serve 2M+ digital customers- Supported product and engineering teams in deploying model services to production by gathering user requirements, configuring Docker containers, and setting up Jenkins pipelines- Developed internal data engineering framework supporting data science group by streamlining connections to multiple data sources, reducing query time by 15%
Education
The University of North Carolina at Chapel Hill
Bachelor's degree, Computer Science
Institute for Advanced Analytics
Master's degree, Data Science
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