Open To Work
MINH NGUYEN
Barrie,ON
Summary
Experienced Data Scientist with expertise in machine learning, big data analytics, and predictive modeling. Skilled in optimizing workflows to deliver high-quality results within tight deadlines. Proven ability to enhance cross-functional teamwork through strong communication and collaboration. Committed to leveraging advanced data science techniques to drive informed business decisions.
Overview
3
3
years of professional experience
Work History
Full Stack Developer Intern
Webster International Inc
Remote
05.2025 - 12.2025
- Used ReactJS, FastAPI, ComfyUI, and LTX Video model to develop a scalable AI pipeline that transformed user prompts into video outputs, improving user engagement.
- Orchestrated complex inference jobs with FastAPI, streamlining data handling processes and enhancing execution speed.
- Empowered artists to utilize AI for creative video production, enabling seamless generation of commercial and marketing videos without reliance on external tools.
Data Science Intern
Urban Value Corner Store
Remote
09.2024 - 04.2025
- Developed predictive models (Ridge Regression, Basket Analysis) to identify key sales drivers and effective product combinations.
- Conducted in-depth EDA, data cleaning, and preprocessing to boost dataset quality for the predictive model.
- Coordinated data-driven strategies to optimize sales and improve promotional effectiveness.
Frontend Developer
Deedword
Ho Chi Minh , Viet Nam
04.2023 - 06.2023
- Developed reusable UI components and implemented core calendar functionalities using React Hooks (useState, useEffect), enhancing maintainability and scalability.
- Implemented custom functions for date navigation, event rendering, and user interactions, streamlining user experience.
- Designed responsive calendar UI using React.js and CSS, optimizing user experience and interaction efficiency.
Education
Postgraduate Certificate - Artificial Intelligence
Georgian College
Barrie12-2025
Postgraduate Certificate - Big Data Analytics
Georgian College
Barrie, ON04-2025
Bachelors - Management Information Systems
Banking University of Ho Chi Minh City
Ho Chi Minh, Vietnam09-2023
Skills
- SQL (advanced): CTE, window functions
- BI (Tableau/Power BI): Dashboard, KPIs, storytelling
- Python: Pandas, NumPy, scikit-learn
- Cloud: AWS S3, EC2, RDS
- Data pipeline: dimension tables, ETL logic
- Big Data tools: PySpark, HDFS
- Backend: FastAPI, Django
- Developer tools: Git, Docker, and Shell Scripting
Projects
Sentiment Analysis on Tech Products (iPhone, Samsung, Google Pixel)
• Collected Reddit data via PRAW API and YouTube data via Google Cloud APIs.
• Performed comprehensive data preprocessing,
• Applied machine learning models, and evaluated model performance using confusion matrices.
• Extracted key business insights.
Additional Data Projects
• Customer Shopping Data Analysis: Built AWS RDS-MySQL pipelines and produced Power BI insights.
• Coffee Shop Sales Analysis: Excel-based ETL, aggregation, and dashboarding.
• COVID-19 & Spotify Data Analysis: Advanced SQL queries using CTEs, Temp Tables, and Window Functions.
Work Preference
Job Search Status
Open to workWork Type
Full TimePart TimeContract WorkLocation Preference
On-SiteRemoteHybridSalary Range
$45000/yr - $53000/yrTimeline
Full Stack Developer Intern
Webster International Inc
05.2025 - 12.2025
Data Science Intern
Urban Value Corner Store
09.2024 - 04.2025
Frontend Developer
Deedword
04.2023 - 06.2023
Postgraduate Certificate - Artificial Intelligence
Georgian College
Postgraduate Certificate - Big Data Analytics
Georgian College
Bachelors - Management Information Systems
Banking University of Ho Chi Minh City