Shuowen Wei
Sde Mle @Amazon
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WORK HISTORY
Sde Mle @Amazon
Washington, DC, US
Online/real-time Ads SourcingOffline Ads SourcingInfra as Code via AWS CDKLarge Scale Recommendation System
EDUCATION
Wake Forest University
Master of Science (M.S.), Computer Science
Wuhan University
Bachelor of Science (B.S.), Applied Mathematics
Wake Forest University
Master of Arts (MA), Mathematics
SKILLS
ABOUT SHUOWEN WEI
9+ years experienced ML engineer with proven success in building end-to-end ML solutions for different industries. Extensive hands-on experience in deep learning, NLP, scalable ML infra, risk modeling, anomaly detection with a solid quantitative background. Expertise in transforming business resources and requirements into manageable data formats and bringing excellent problem-solving skills to resolve complex issues efficiently and creatively.Current career interests: Deep Learning, NLP, Recommendation System, Graph Neural Networks, Distribution System, Software Engineering e.t.c. Skillset- Deep Learning, Machine Learning, NLP (LSTM, Transformers, BERT, XLNet etc), Graph Neural Networks (DGL)- Python, PyTorch, Keras/TensorFlow, Flask/Gunicorn/Nginx, Hadoop, Hive, Spark, Docker, Power BI, R, Matlab, SAS- Java, TypeScript, C#/.NET, SQL, Shell Script, HTML, CSS, JavaScript- AWS EC2, RDS, S3, DMS, EMR, ECS/ECR, Lambda, ElastiCache/Redis, GLUE, Athena, SageMaker, Cribl e.t.c- AWS CDK, Jenkins, JAMS, MLOps, DevOps, Bitbucket, Databricks, Domino Data Lab, Dataiku, e.t.c.Open for networking -> I am ONLY interested in positions that sponsor H1B and GC, thanks.
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