Data Science · Statistical Analysis · Software Engineer · Web Development

I turn messy data into systems people trust.

Bruce Nguyen — building models, dashboards, and the software that ships them. This site is itself one of the projects.

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Selected Work

Projects across the data-to-product pipeline.

Data Science

Diabetes Prediction Model

Gradient-boosted classifier that flags at-risk subscribers 30 days out, with SHAP-based explanations surfaced to the retention team.

  • Python
  • scikit-learn
  • Machine Learning
Over 70% Accuracy

Toolkit

Three disciplines, one pipeline: from raw data to a shipped product.

Modeling & inference

Data Science

  • Python
  • scikit-learn
  • PyTorch
  • SHAP
  • Statistical Modeling
  • Experiment Design

Signal from noise

Data Analysis

  • SQL
  • pandas
  • dbt
  • Looker
  • Tableau
  • A/B Testing

Shipping systems

Software Development

  • TypeScript
  • React
  • Next.js
  • Go
  • Kafka
  • Kubernetes

About

I like the whole pipeline — not just the model.

I started in data analysis, moved into data science to build the models the analysis pointed toward, and picked up software development so those models didn't stay stuck in a notebook. Most of my work now sits at that intersection: turning a question into a query, a query into a model, and a model into something a team can actually use.

Outside of client work, I write about applied ML and contribute to a couple of open-source data tooling projects.

6+

years across DS & SWE

30+

models & pipelines shipped

3

domains: DS, analytics, dev