Triet Minh Le

Phone: +61 451 877 718
Email: treeminhlee@gmail.com
LinkedIn: linkedin.com/in/letriet/
GitHub: github.com/lemontriet

Education

Bachelor of Computer Science in Data Science | Mar 2020 -- Nov 2024

Software Engineer | Aug 2025 ➝ Present

Responsible for driving the production of a feature concept to a prototype for investor interest. Received acceptance from government grant, CiVic.
Building a real-time GPS tracking feature that is successfully balanced and has live accuracy using React Native and Expo.

Data and AI Graduate | Mar 2025 ➝ Jul 2025

Streamlined client’s legacy data through the use of GCP, SQL, dbt, and Python to migrate 100k+ rows of banking institution data per month into BigQuery within an Agile framework. This resulted in an increase of 50% in the rate at which the data was consumed.
Implemented CI/CD pipelines for deploying and testing dbt jobs within Docker images. This initiative automated 100+ test cases, reducing manual testing for important non-nullable fields by 80% in the schemas.

Python Tutor | Dec 2023 ➝ Mar 2025

Taught students to understand key programming concepts in introductory Python lessons, resulting in my students receiving an improvement of one letter grade on average.
Provided one-on-one guidance on assignments and exam preparation that helped students improve by an average of 16% on Math exams.

Data and AI Intern | Nov 2023 ➝ Dec 2023

Implemented a serverless API validator on the back-end using AWS Lambda as part of a cross-team initiative, ensuring secure handling of 1k+ daily incoming requests.
Prevented data pipeline failures by restructuring backend schemas (TypeScript, Python). This enforced strict validation on all incoming requests, eliminating downstream errors caused by incorrect data formats.
Ensured data integrity throughout the application by implementing a robust unit testing framework for schemas. As a result, this helped to eliminate all potential data-related bugs in the new function.

Developed a Computer Vision solution to extract text from video files into a CSV format with 80% accuracy.
Gathered 100s+ of weekly user data points to analyze weekly trends.

Built an AI agent to assist users in booking appointments through natural, conversational interactions.
Designed a playbook enabling the agent to follow clear, goal-oriented steps for complex booking scenarios.
Pulled real-time scheduling data from BigQuery, ensuring up-to-date availability during bookings.

Developed an AI agent to analyze code and generate precise documentation, significantly reducing confusion and improving code clarity.
Automated documentation critique and refinement, enabling the agent to iteratively improve scores to a high satisfaction level (4-5).

Developed a full-stack application handling incoming HTTP requests from client to server using RESTful APIs.
Stored and retrieved thousands of documents related to drivers and packages in MongoDB for user-specified tasks.
Executed hundreds of unit tests to ensure API functionality.
Integrated Generative AI and Translate APIs into the application.

Languages: Java, TypeScript, Python, SQL (Postgres and Oracle), NoSQL, ReactJS/Native, R, Shell

Libraries/Framework: Pandas, NumPy, LangChain, Plotly, Next.JS, TensorFlow, PyTorch, Angular, Ollama, Apache Kafka, Expo

Technologies: Git, Docker, Azure CI/CD, AWS (Lambda, EC2, S3), MongoDB, Firebase, GCP (BigQuery, Cloud Function, Cloud Run)