Education Experience：
- Master of Science in Big Data, Simon Fraser University
- Bachelor of Data Science, Simon Fraser University
- Zhengzhou Foreign Language School
Work Experience:
Web Developer
Swiftlink Technologies, Vancouver
- Designed and developed the company’s website using WordPress, leveraging DIVI to create visually appealing and responsive web pages.
- Customized and optimized website layouts, ensuring a user-friendly interface and seamless navigation for an enhanced user experience.
Software Developer
Hinbor, Vancouver
- Involved in the development of cross-platform mobile applications using React Native and collaborated with UI/UX Designers using Figma to enhance application visuals.
- Designed and implemented responsive UI components using JavaScript and TypeScript, emphasizing data visualization and creating intuitive user interfaces that facilitate effective interaction with data.
- Demonstrated expertise in database schema design, setting up DynamoDB tables, and query optimization, ensuring efficient data storage and retrieval which is essential for data analysis and modeling.
Project Experience:
Containerized vs. Serverless ML Deployment for Image Classification
- Trained models with PyTorch using local and Google Cloud achieving ~87% accuracy.
- Deployed a ResNet-18 model for CIFAR-100 classification in both containerized (Google Cloud Run) and serverless (Google Cloud Functions) environments to evaluate deployment strategies.
- Containerized setup used Docker and FastAPI for scalable HTTP inference; Serverless used Flask-based GCF.
Real Estate Investment Insights – Data Science Project
Designed and implemented a Tableau-based interactive investment dashboard to visualize property listings and regional real estate trends across Greater Vancouver.
Using an automated web crawler to collect House Price Index data and current real estate property listings from multiple websites.
Applied Random Forest and XGBoost models for benchmark price prediction and trend forecasting, integrated with time-aware hyperparameter tuning.
Amazon and Temu Data Analysis and Predictive Modeling
- Conducted comprehensive data analysis and predictive modeling to uncover insights from Amazon and Temu datasets.
- Implemented distributed data processing with Apache Spark and HDFS, resolving Python’s out-of-memory limitations for large-scale data.
- Preprocessed text-heavy datasets with tokenization and n-gram extraction for natural language processing tasks.
- Fine-tuned machine learning models including Random Forest (accuracy: 0.7711) for customer review rating prediction and facebook/bart-base (accuracy: 0.8421) for product categorization.
Zombie Maze Game
- Designed and developed a 2D zombie maze game where two AI-controlled zombies actively chase the player character through a dynamically generated maze.
- Implemented game mechanics including player movement, collision detection, and AI pathfinding using OOP principles for scalability and maintainability.
- Conducted extensive unit testing using JUnit, achieving 95% code coverage and ensuring robust game functionality.
Other Experience:
Computer Science Teaching Assistance – Simon Fraser University
- Guided students in mastering core computing science concepts, including algorithms, data structures, object-oriented programming, and memory management while supporting assignments and debugging.
Programming and Math Tutor – Quantum Education
- Tutored high school students in Java programming and math and assisted university students with advanced math and statistics.
Business Developer – CMHJ-Share Delivery Corp
Fostered relationships with stakeholders, increasing collaborative initiatives and boosting engagement with student organizations.