Research Assistant Back-End Developer

Nhu Thanh

098******* ********@***.***.** linkedin.com/in/jsker www.github.com/thanhnhutrong

EXPERIENCE

Research Assistant

VNU University of Engineering and Technology

Feb 2025 — Current

Cloud Security

• Evaluated leading security solutions (e.g., Aqua Security, Falco) for containerized applications running on Kubernetes.

• Configured Cloud Security Posture Management (CSPM) tools to scan and identify misconfigurations on AWS. Research Assistant

VNU University of Engineering and Technology

Jul 2024 — Jan 2025

Traffic Rule-based Test Generation for Autonomous Driving

• Developed an LLM-powered framework to auto-generate test scenarios from traffic rules for autonomous driving systems.

• Implemented a hierarchical search algorithm to generate executable scenarios for simulators like CARLA and LGSVL.

• Uncovered 610 rule violations and collisions across seven ADSs, with critical issues confirmed by official developers. EDUCATION

VNU University of Engineering and Technology

Bachelor of Computer Science

Dec 2022 — Jun 2026

GPA: 3.5/4.0

PROJECTS

Flask Microblog Apr 2025 — Jun 2025

• Built a full-featured microblogging platform using Flask framework with SQLAlchemy ORM and Flask-Login for user authentication and session management.

• Developed scalable backend architecture with PostgreSQL/MySQL database, Flask-Migrate for schema management, and Elasticsearch integration for full-text search functionality.

• Integrated email notifications using Flask-Mail, background job processing with Redis/Celery, and real-time features through Ajax and JavaScript for dynamic user interactions.

• Designed production deployment with Docker containerization, RESTful API endpoints, and comprehensive error handling with logging systems.

Eco-Airline Jan 2025 — Mar 2025

• Developed a RESTful API with FastAPI and a PostgreSQL database to power flight search, booking, and user management.

• Implemented a secure authentication system using JWT and role-based access control (RBAC) for user and admin functionalities.

• Built a responsive frontend with HTML and Tailwind CSS, featuring separate views for user and admin roles. Predicting Youth Tech Addiction from Motion Data Aug 2025 — Oct 2025

• Using LightGBM, XGBoost and integrated an FT-Transformer model for effective processing of mixed tabular data.

• Auto-Encoder using Keras/Pytorch for dimensionality reduction and non-linear feature extraction from sensor data. Tictactoe AI agent Oct 2024 — Dec 2024

• Developed a full-stack web application for Tic-Tac-Toe, using Flask for the backend and HTML/CSS for the user interface.

• Implemented an AI opponent using the Minimax algorithm with Alpha-Beta Pruning to determine the optimal game-theoretic move.

• Implement heuristic evaluation function to score board states, enabling the AI to make intelligent strategic decisions. SKILLS & LANGUAGES

Languages Python, JavaScript, SQL, Bash, C/C++

Frameworks FastAPI, Django

Developer Tools Git, Docker, GitHub Actions, VS Code Libraries TensorFlow, Keras, Socket.IO, Flask

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