Thi Tuyet Nhung Huynh

Thi Tuyet Nhung Huynh (Grace)

Junior Data Engineer

As a detail-oriented Junior Data Engineer and a recent graduate of George Brown Polytechnic, I specialize in the architecture and optimization of data-intensive applications. My expertise lies in designing scalable relational schemas and building resilient asynchronous data pipelines that transform complex data streams into organized, actionable assets.

My technical journey is grounded in full-stack development with a heavy specialization in backend infrastructure and cloud-side logic. I have a proven track record of managing distributed systems, ensuring data integrity through rigorous schema design, and deploying cloud-native solutions that handle high-volume transaction monitoring.

Skills and Resume

Technical Skills

Python Java SQL (PostgreSQL) C# (ASP.NET Core) HTML5 & CSS3

Academic Tools

Git Command Line Linux Environment pgAdmin & EF Core Schema Design Render & Supabase

Testing & Logic

XUnit Testing Async Processing

Experience

Computer Programming Sep 2024 – Apr 2026

George Brown Polytechnic

Completed an intensive curriculum focused on Software Engineering and Advanced Data Structures.
Key Project: Fantasy Fitness — Served as Data Lead for a web-based gamified fitness tracking application designed to address disengagement in Gen-Z and Millennial users. Architected the complete relational database schema using PostgreSQL, implemented Entity Framework Core for data access, and managed continuous migrations for features including point-based rewards, team leaderboards, and social feeds.

Data Mapping Specialist 2022 – 2024

Elinext (Software Outsourcing)

  • Engineered technical mapping solutions for international SWIFT financial messaging protocols, ensuring seamless cross-border data flow.
  • Executed rigorous data validation logic to ensure 100% accuracy and regulatory compliance for global banking transaction systems.
  • Collaborated with cross-functional teams to troubleshoot and optimize data transformation pipelines, reducing processing latency for high-volume traffic.
  • Gained expertise in maintaining data integrity within sensitive, high-security financial environments.
Download Professional Resume

Work Samples

Fantasy Fitness Interface

Fantasy Fitness

Overview: A responsive web application developed to transform fitness into a socially reinforced experience. Features include daily challenges, streak tracking, team collaboration, and a social feed.

Stack: ASP.NET Core MVC 8, Entity Framework Core, PostgreSQL (Supabase), Render.com.

Contribution: As Data Lead, I architected the ERD (Entity Relationship Diagram) for complex models (Users, Challenges, Teams, SocialPosts). I managed the database administration via pgAdmin, viewing migrations and running manual SQL testing to ensure data integrity during the Supabase production deployment.

Gained: Expertise in role-based authentication, Code-First migrations, and deploying high-availability database instances for production.

AI Algorithm Visualization

Tic Tac Toe

Overview: Developed as part of the Data Structures and Algorithms course, featuring sophisticated "Human vs Human" and "Human vs AI" modes.

Stack: C#, Specialized Collections (Queues & Linked Lists).

Contribution: Implemented a recursive Minimax algorithm to create an unbeatable AI opponent, highlighting tree traversal and efficient state evaluation.

Cloud Infrastructure Diagram

VigilantPay

Expected July 2026

Overview: A distributed fintech gateway designed to monitor real-time transaction data (JSON) and trigger instant security alerts via cloud logic.

Stack: Java Spring Boot, AWS SQS, Python, Redis, PostgreSQL.

Contribution: Architecting a system where the ingestion API is decoupled from the logic engine via a message queue to ensure resilience under high load.

Education and Acknowledgement

George Brown Polytechnic

2024 – 2026

Diploma in Computer Programming

Focused on the intersection of Software Engineering and Data Systems. Mastered full-stack development patterns, object-oriented programming in Java and C#, and advanced database normalization. Consistently applied theoretical algorithms to real-world cloud deployments and microservice architectures.

Dean’s Honor List: Recognized for Outstanding Academic Achievement

University of Economics Ho Chi Minh City

2016 – 2020

Bachelor of Business Administration in Financial Risk Management

Developed a rigorous analytical foundation in quantitative finance and risk modeling. Studied the mechanics of global financial markets, credit analysis, and fiscal regulations—skills that now inform my specialized approach to engineering secure, compliant fintech data pipelines.

Azure Logo

Azure Fundamentals (AZ-900)

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AWS Cloud Practitioner

View Official Academic Transcript

Let's Connect

Toronto | ON

gracehuynh1912@gmail.com

+1 (123) 456-7890