TRAO AN HUY

@traohuy098_19320
5.0
Developer
Python (Matplotlib, Seaborn, pandas, numpy, Scikit-learn) R C++ SQL
Pleiku, Gia Lai, VietNam Tham gia: 02/08/2025 16:58:06
My goal is to deeply specialize in Artificial Intelligence and Data Science. I am convinced that with vast data resources, humanity can achieve the impossible and break new ground.

Quá Trình Học Tập

University of Science VNU-HCMC 2026
Bằng cấp: Data Science
(Gpa: 3.4/4.0)

Kinh Nghiệm Làm Việc

DIZIM Company (January 2025 - April 2025)
- Customized and fine-tuned a virtual try-on clothes model on an AWS EC2 instance for better performance and product alignment.
- Built a Flask API to serve the model and enable real-time inference.
- Dockerized the model and deployed it on an EC2 server; also containerized the backend and frontend in a separate EC2 instance and established cross-server communication.
- Collaborated with the backend members and frontend members to design and implement an automated process that pushes Docker images to Amazon ECR and updates the Kubernetes (EKS) deployment for CI/CD (Continuous Integration and Delivery).
AI engineer/ Devops Intern
Hybrid Recommendation System for Face Cleaners (April 2025 - June 2025)
- Architecture Design: Designed a hybrid recommendation model integrating Content-Based (TF-IDF) and Collaborative Filtering (SVD) to provide personalized suggestions and mitigate the cold-start problem.
- System Development: Developed a scalable API using FastAPI to serve real-time recommendations and built a data processing pipeline with Pandas for model training.
- Evaluation & Optimization: Implemented an evaluation framework using metrics like NDCG@10 and fine-tuned the hybrid model’s weights to optimize recommendation relevance.

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