Brian Nguyen
AI ML Engineer at Amazon Web Services (AWS)
Reston, Virginia, United States
Summary
🤩
Rockstar🎓
Top SchoolBrian Nguyen is an AI/ML engineer with nine years of experience building production-grade machine learning systems, now focusing on AI/ML at AWS after a progressive engineering leadership track at Capital One. He has deep hands-on expertise in NLP microservices, embedding pipelines, and DAG-orchestrated ML workflows that power search, retrieval, and risk modeling across large-scale financial datasets. At Capital One he led efforts to productionize transaction graph embeddings and contributed to research presented at KDD and ICML, blending research rigor with cloud-native engineering. A Penn State Computational Data Science graduate, he pairs data engineering roots with model development and MLOps, often shipping containerized components via CLI and Python SDKs. Known for bridging applied research and production reliability, he brings a strong track record of translating novel embeddings and ensemble models into measurable business impact.
9 years of coding experience
7 years of employment as a software developer
Bachelor of Science (B.S.) Computational Data Science, Bachelor of Science (B.S.) Computational Data Science at Penn State University
English, Vietnamese, Spanish
Github Skills (16)
tie10
pii10
csv10
avro10
sensitive-data9
security9
datasets9
gdpr9
python9
pandas9
nlp9
privacy8
statistics8
machine-learning8
data-analysis8
Programming languages (2)
Github contributions (5)
thebrianbn/concurrency_projects
Jan 2019 - Apr 2019
Contributions:128 pushes, 1 branch in 3 months
thebrianbn/canvas_path
Jan 2019 - Apr 2019
Contributions:22 pushes, 1 branch in 2 months
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