Triet Minh Le

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

Education

Monash University | Melbourne, AUS

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

• Diploma of Languages in Japanese
• Semester Exchange: at Rikkyo University, Japan

Experience

Deloitte | Melbourne, AUS

Data and AI Graduate | Mar 2025 -- Present

• Utilizing GCP, SQL, dbt, and Python within an Agile framework to uplift and migrate 100k+ of banking institution data per month into BigQuery.
• Developed SQL scripts to facilitate data flow from subscribed topics to dashboards.
• Implemented CI/CD pipelines for deploying and testing jobs within Docker images.
• Facilitated code demonstrations to internal and client side to ensure project alignment.

Taiyo Tuition | Melbourne, AUS

Python Tutor | Dec 2023 -- Mar 2025

• Conducted one-on-one tutoring sessions for high school students in Mathematics and Python programming.
• Designed personalized lesson plans to address specific student learning needs and goals.
• Communicated regularly with students and parents, providing feedback on progress and areas for improvement.

Deloitte | Melbourne, AUS

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+ of daily incoming requests.
• Updated interfaces and schemas using TypeScript and Python to facilitate efficient data transfer to various AWS S3 buckets within AWS RDS.
• Automated unit tests to verify the validity of functions and schemas.
• Presented project impact and progress to stakeholders and clients weekly.
• Deployed code via Azure CI/CD

Projects

Video Text Extractor | Python, Tesseract-OCR, Scikit-Image, PIL, OpenCV, Numpy, Werkzeug

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

AI Appointment Booking Agent | Vertex AI, BigQuery, Dialogflow CX, Python

• 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.

Parallel Computing Visualisation | Python, Apache Spark and Kafka, MongoDB, Docker

• Developed a visualization of Australian bushfires by subscribing to real-time data streams in Apache Kafka and Apache Spark.

Package Management Delivery App | JavaScript/TypeScript, Angular, Express, Node.js, Mongoose, Firebase

• 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.

Technical Skills

Languages: Java, JavaScript, TypeScript, Python, SQL (Postgres and Oracle), NoSQL, HTML/CSS (TailwindCSS), R, Shell Bash

Frameworks/Libraries: pandas, npm, NumPy, Matplotlib, Plotly, Apache Kafka, Apache Spark, Node, React, Bootstrap, Next, D3, Mongoose, Express, dbt

Technologies: Git, Docker, Azure CI/CD, AWS (Lambda, EC2, S3), MongoDB, Firebase, Google Cloud Platform (GCP), Angular