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Trieu Nguyen

@trieunguyen

Senior data engineer driving ML, optimization, and scalable data platforms.

United States
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What I'm looking for

I seek impactful data engineering or ML roles where I can build scalable platforms, deploy models to production, and collaborate cross-functionally to drive measurable business outcomes.

I am a senior data engineer with deep expertise in machine learning, optimization, and end-to-end data platform development. I have led projects that produced measurable business impact, including a vehicle accessories recommendation engine and supply allocation optimization models that generated significant profit and production gains.

I combine strong engineering discipline with practical data science—building forecasting systems, ETL pipelines, and fraud detection models, and delivering executive-facing visualizations. I collaborate across functions to scale predictive analytics, improve inventory accuracy, and automate critical workflows to increase operational efficiency.

Experience

Work history, roles, and key accomplishments

TA
Current

Senior Data Engineer

Toyota North America

Mar 2023 - Present (2 years 6 months)

Spearheaded development of a vehicle accessories recommendation engine generating $18M annual profit and built supply allocation optimization models with Gurobi that increased production by 40,000 units and added $290M in profit; implemented ML demand forecasting improving inventory accuracy by 20%.

Education

Degrees, certifications, and relevant coursework

Georgia Institute of Technology logoGT

Georgia Institute of Technology

Master of Science, Analytics

Completed a Master of Science in Analytics focusing on applied analytics and data science techniques.

University of Nebraska-Lincoln logoUN

University of Nebraska-Lincoln

Bachelor of Science, Chemical Engineering

Earned a Bachelor of Science in Chemical Engineering with coursework supporting process engineering and data analysis.

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Trieu Nguyen - Senior Data Engineer - Toyota North America | Himalayas