Tai Nguyen

Software Developer & Data Engineer

I build automated pipelines and cloud data systems that power clear business decisions.

I build systems that run themselves. Developer-turned-data-engineer based in Ho Chi Minh City, delivering multi-cloud data platforms (AWS, Azure, Databricks, Fabric) and AI-agent automation that monitors and operates production infrastructure unattended — plus full-stack apps end to end. Proven remote collaborator across international, cross-timezone teams.

Migrating enterprise workflows from Fabric to Databricks and PySpark

Built daily automated pipelines for bank transaction data on AWS

Engineered mobile applications deployed across 35 countries in 35 languages

AWSAzureDatabricksMicrosoft FabricPySparkPower BIReactPythonSQL

What I work with

My tech stack

Data & Cloud Platforms

AWSAzure CloudMicrosoft FabricDatabricksPySparkLakeflow PipelinesDataverse

Analytics & BI

Power BITableauSQLPythonExploratory Data AnalysisPredictive Modeling

Software Engineering

ReactiOS DevelopmentPHPREST APIsAndroid DevelopmentAgile Methodology
Tai Nguyen

About

Bridging full-stack development and cloud data engineering

I'm a data engineer based in Ho Chi Minh City, specializing in multi-cloud data platforms (AWS, Azure, Databricks, Fabric) and AI-agent automation — building systems that monitor, diagnose, and operate production infrastructure with minimal manual oversight. I hold a Master of Information Technology from Swinburne University and a Master of Business Analytics from Kaplan, and bring hands-on experience collaborating remotely across international teams.

Today, I lead Azure-to-AWS data migrations, build daily automated banking pipelines, rewrite enterprise business logic into PySpark for Databricks, and design LLM-driven automation for production data platforms. My earlier career building native iOS apps — including Nissan's YouPlusMobile, deployed across 35 countries — and full-stack platforms continues to inform how I approach engineering end to end.

Combining software architecture discipline with business analytics precision.

Currently building:Migrating Microsoft Fabric Dataflow Gen2 logic to Databricks Lakeflow Declarative Pipelines.

Selected work

Projects

Agentic Ops Monitoring

AI Automation

LLM-driven automation performing scheduled health checks across an enterprise data platform via live REST APIs, with dual cloud/local deployment and automated root-cause classification.

View project →

Nissan YouPlusMobile

Mobile Engineering

Vehicle management iOS app for Nissan owners featuring dealer lookup, parking tools, and vehicle information deployed across 35 countries and 35 languages.

Banking Transaction Pipeline

Cloud Data Pipeline

Daily automated pipeline migrating and processing financial transaction data into AWS for downstream analytical reporting.

Fabric to Databricks Migration

Data Engineering

Re-architected enterprise business logic from Microsoft Fabric Dataflow Gen2 into PySpark notebooks and Lakeflow Declarative Pipelines.

Picture Battle

iOS App

Two-player multiplayer image-guessing game utilizing push notification architecture for real-time messaging and server-side asset delivery.

Career so far

Work experience

June 2025 – Present

Software Developer / Data Engineer · AI Data Pros

Lead Azure-to-AWS data migrations, build automated pipelines for banking transactions, and transform Fabric workflows into PySpark/Databricks. Design and deploy AI-agent automation that monitors, diagnoses, and reports on production data platform health across Fabric, Synapse, and Power BI — replacing manual checks with unattended, LLM-driven operations across both cloud (GitHub Actions) and local deployment targets.

March 2022 – May 2025

Software Developer · Squawk Box Pty Ltd

Consulted directly with clients on application requirements, designed database schemas and UIs, and built production applications with complete documentation.

March 2024 – June 2024

Full Stack Developer · AI Data Pros

Partnered with QA and UX teams to resolve critical issues for a mobile application tailored to Northern Australia's pastoral sector.

March 2013 – February 2016

iOS Developer · Sutrix Group

Developed international iOS applications including Nissan YouPlusMobile, an image-guessing game with push notifications, and a VIN code OCR scanner.

How I work

The process

01

1. Schema & Logic Audit

I review existing data models, business logic, and UI requirements to identify migration paths and architectural bottlenecks.

02

2. Pipeline & App Development

I construct robust data pipelines in PySpark or AWS and develop front-end interfaces using React or native iOS patterns.

03

3. Validation & Stakeholder Delivery

I verify data accuracy across target environments, build Power BI reports, and document system architecture for ongoing support.

Ready to rebuild or scale your data infrastructure?

Whether you need to migrate to Databricks, automate client data pipelines, or troubleshoot Power BI reporting, let's connect.

Contact Me