Machine Learning Ho Chi

Ngoc Thien Nguyen

Ho Chi Minh City, Vietnam ***************@*****.*** 090*-***-*** in/thiện-nguyễn github.com/ThienNguyen3001 Summary / Objective

Computer Science student with strong interest in Artificial Intelligence and Data Science, seeking an internship to apply academic knowledge to real-world projects in machine learning or data analysis, while contributing to a professional team environment. Education

University of Economics Ho Chi Minh City (UEH), BS in Computer Science Sep 2023 – Dec 2026

• GPA: 3.76/4.0

• Relevant Coursework: Machine Learning, Deep Learning, Data Mining Publications

Deep Learning Methods for Stock Prediction: Comparative Analysis of LSTM, RNN, GRU and Optimizer Performance

5th International Conference on Computing and Communication Networks (Accepted manuscript) Jan 2025

First author; Collaborative work in a team of 4

Application, Comparison and Optimization Performance of LSTM, RNN, and GRU in Stock Price Prediction

University of Economics Ho Chi Minh City (Accepted manuscript) Apr 2025

First author; Collaborative work in a team of 4

Integrated Image Segmentation-Based Solution for Object Collision Detection in 2D Simulation Environments

University of Economics Ho Chi Minh City (Accepted manuscript) Apr 2025

Co-author; Collaborative research with a team of 5 Performance Evaluation of Neighbor-Based Learning Models for Network Intrusion Detection System

International Journal of Management and Data Analytics May 2025

Sole author; Independent research project

DOI: 10.5281/zenodo.15331043

Skills / Tech Stack

• Programing languages: C#, SQL, Python, C++

• Framework: Scikit-learn, Pytorch, OpenCV-Python, Numpy, Pandas, Matplotlib, SQLite Certificates

SQL (Basic) Certificate

Hackerank

Jun 2024

Problem Solving (Basic)

Hackerank

Jul 2024

Google AI Essentials

Coursera

Jul 2024

National Student Olympiad in Informatics (2024), Hanoi, Vietnam Vietnam Association for Information Processing (VAIP) Participant, Dec 2024

Awards / Achievements

Scholarship for Outstanding Performance in Academic and Extracurricular Activities (Spring semester)

University of Economics Ho Chi Minh City

Good Scholarship, May 2024

UEH Young Researcher 2025

University of Economics Ho Chi Minh City

First Prize & Third Prize,

Apr 2025

Experience

• Participated in tutoring fundamental major courses such as Fundamentals of Programming, Database, and Mathematics for Information Technology.

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