phongatran

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Summary

👤
Senior
Phong Tran is a Senior Data Engineer specializing in model assurance for financial crimes analytics, bringing eight years of experience at the intersection of AI/ML research and regulated finance. He has validated and governed mission-critical models across major institutions—designing SR 11-7–aligned frameworks and independently validating detection, NLP, computer vision, RAG, and agentic systems at scale. Phong’s background includes a PhD in Computational and Applied Mathematics and high-impact postdoctoral research where he accelerated optimal transport algorithms 100x and developed novel multi-omics classification methods, demonstrating both deep theory and production optimization skills. He’s proven at translating cutting-edge generative AI and anomaly-detection techniques into auditable, risk-managed deployments for enterprise use. Based in New York, he blends rigorous quantitative research with pragmatic governance to ensure models are both performant and compliant.
code9 years of coding experience
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Github Skills (10)

matlab7
mesh6
one-liner5
image-processing5
computer-graphics5
octave5
visualization5
pytorch5
medical-image-processing4
3d4

Programming languages (1)

MATLAB

Github contributions (5)

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Contributions:19 pushes, 1 branch in 1 year 10 months
phongatran/mcxyzn

Jul 2020 - Jul 2020

Contributions:10 commits, 9 pushes, 1 branch in 4 days
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