Machine Learning Ho Chi

NGUYEN HOANG QUAN

Data science & AI engineering

097237623 ****.**************@*****.***.** https://github.com/Nquan0207 District 10, HO CHI MINH city EDUCATION

Ho Chi Minh University of Technology - VNU 2022 - Present Computer Science – Cumulative GPA: 3.3

Course: Linear Algebra,Data Structure & Algorithm, Operating System, Natural Language Processing, Computer Vision. Technical skills: -

C++(3 years), Python/MySQL/R(1 year), C#, .NET(3 months) Tool: Docker, Github

Framework: Pytorch, Tensorflow

EXPERIENCE

Smart Printing Service for Students Oct 2024 - Dec 2024 Backend: .NET Core MVC & Database: MS SQL Server

THe Smart Printing Service designed to simplify and enhance the printing experience for students at Ho Chi Minh City University of Technology (HCMUT). [GitHub Repository](https://github.com/pepes0cool/PrintingService) Genetic Algorithm for Solving the Traveling Salesman Problem (TSP) Oct 2024 - Dec 2024 Technologies: Python, NumPy, Matplotlib

Developed and implemented a Genetic Algorithm to efficiently solve the Traveling Salesman Problem (TSP). The project involved preprocessing data, optimizing routes through genetic operations (selection, crossover, mutation), and visualizing convergence. The algorithm significantly reduced computation time compared to brute-force methods.

[GitHub Repository](https://github.com/Nquan0207/GENE) Analyzing the Effect of GPU on Computer Performance Match 2023 - May 2023 Role: Data Preprocessing & Model Training Lead

• Developed a program in R to analyze the relationship between Pixel Rate and GPU performance.

• Implemented machine learning models (as provided by the instructor) to evaluate and analyze data, deriving insights into GPU performance optimization.

CERTIFICATIONS

IELTS 6.0 2022

HONORS & AWARDS

Outstanding Performance Academic 2022,2023,2024

Top 20 Presentation Contest of Ho Chi Minh City 2023 Second Prize in Mathematics in Provincial exam for Exellent Student 2021