Viet Nguyen

Hi, I'm

Viet Nguyen

AI Data Engineer

Building enterprise dashboards and AI-driven data workflows on AWS, including Amazon Quick, for healthcare analytics. Pursuing a Master of Science in Computer Science at Georgia Tech, specializing in Artificial Intelligence.

📍 Orange County, CA ·
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// 01. projects

Featured Projects

A selection of things I've built.

Data Science & Analytics

Generative AI and LLM Systems

Machine Learning & MLOps

Cloud, Big Data & AI Research

Cloud Infrastructure & DevOps

Coming Soon

More Projects

Additional ML and data science projects are being documented and will appear here shortly. Check back soon or view my GitHub for the latest work.

View All Projects on GitHub →

// 02. skills

Technical Skills

Technologies and tools I work with regularly.

Languages & Tools

Python SQL Go Shell Streamlit Jupyter GitHub Jira Excel

Machine Learning

scikit-learn Feature Engineering Class Imbalance ML Pipelines Supervised Learning Unsupervised Learning

Data Science

Pandas NumPy Matplotlib Plotly SciPy EDA Statistical Analysis

AWS & Cloud

AWS Lambda API Gateway Amazon Bedrock S3 CloudFront LangChain Knowledge Bases AWS Cloud Practitioner Serverless Amazon Quick

DevOps & IaC

Terraform Terraform Cloud Docker FastAPI Gitpod

Data Engineering

SQL PySpark Hypothesis Testing A/B Testing

Acquiring

PyTorch TensorFlow LightGBM Pydantic RAG HuggingFace

// 03. experience

Work Experience

AI Data Engineer

2026 — Present

ClinNEXUS · Los Angeles, California (Remote)

  • Own the enterprise-wide rollout and adoption of Amazon Quick, ensuring consistent deployment across all business units at ClinNEXUS, an AI-first healthcare startup
  • Serve as the subject matter expert on Amazon Quick capabilities, best practices, data methodologies, and AI-driven workflows across the enterprise
  • Standardize and normalize datasets, data sources, and knowledge bases across the organization for optimal AI consumption, partnering with cross-functional stakeholders to define data definitions, schemas, and quality standards
  • Support population health, quality improvement, and value-based care initiatives through AI-driven analytics, exploring opportunities to introduce automation across business functions
Amazon QuickSight AI Adoption Healthcare Analytics Data Engineering

Marketing Data Manager · Volunteer

2025 — Present

Association of Talent Development – Orange County (ATD-OC) · Anaheim, California

  • Delivered a digital marketing report via AWS AI agentic workspace with a 3-phase roadmap targeting 15% membership growth and 40% engagement improvement
  • Built and deployed an interactive marketing analytics dashboard with Claude via Vercel
Marketing Analytics AWS Agentic AI Digital Strategy

Engineering & Robotics Teacher · VEX Robotics Coach

2016 — 2026

Jeffrey Trail Middle School · Irvine, California

  • Manage a $15,000–$20,000 annual engineering and robotics program budget
  • Teach robotics, AI, CS, and biotechnology to middle schoolers
  • Coached teams to 4 consecutive World Championships and 5 consecutive State Championships
Robotics AI Education Program Management

Startup Co-Founder & Operations Lead

2024 — 2026

TechX Robotics · Orange County, California

  • Managed full P&L for a $100,000+ revenue robotics education business; audited 2 fiscal years, ran staff/contractor payroll, and calculated LLC partner owner's distributions in Excel with Pivot Tables
  • Built an LLM-assisted compensation model — parallel Claude, ChatGPT, and Gemini outputs — to evaluate owner's-distribution scenarios for 2 LLC partners with differing work hours
  • Designed the competitive framework that led VEX Robotics teams to 1 World Championship
Operations P&L Management LLM Evaluation Payroll & Distributions Robotics

I.T. & Ransomware Support Internship

2023

Manhattan Beachwear · Cypress, California

  • Supported post-ransomware IT overhaul following a $10M breach — deployed MFA, AI-endpoint protection, and secure remote access
Cybersecurity MFA Endpoint Protection

Loan Officer

2007 — 2008

Countrywide Home Loans · Palm Desert, California

  • Originated prime and subprime mortgage loans during the height of the U.S. mortgage crisis
Finance Mortgage Lending

// 04. certification

Professional Certification

AWS Certified Cloud Practitioner

2026

Amazon Web Services · Certification

AWS Cloud

// 05. education

Education & Training

Education

M.S. Computer Science — Specialization in AI

Expected 2027

Georgia Institute of Technology

ML AI Fairness Big Data

AI and Machine Learning Bootcamp

Expected 2026

TripleTen

scikit-learn Pandas ML Pipelines

M.A. Teaching — Science Education

2011

University of Southern California

Science Education Curriculum Design

B.A. Chemistry

2004

University of Texas at Arlington

Chemistry

Relevant Coursework

Cloud Application Developer Track · AWS Cloud Institute

2026

Reinforcement Learning for LLMs · RAGPACK.ai

2026

The Git and GitHub Bootcamp · Udemy (Colt Steele)

2025

Supervised Machine Learning: Regression and Classification · DeepLearning.AI

2025

Unsupervised Learning, Recommenders, Reinforcement Learning · DeepLearning.AI

2025

// 06. contact

Get In Touch

Whether you have a project in mind, a job opportunity, or just want to say hi — my inbox is always open.