Ho Chi Minh

Nguyen Minh Khue

096******* **********@*****.*** linkedin.com/in/khue-nguyen github.com/NguyenMKhue Education

Ho Chi Minh City University of Technology, VNU-HCM 268 Ly Thuong Kiet, HCMC, Vietnam B.Eng. in Computer Science, Cumulative GPA: 3.6/4.0 Sep. 2021 – Present Experience

AEAS Study Abroad Fair 2022 and 2023

Freelance Interpreter Sheraton Saigon Hotel, District 1, Ho Chi Minh City

• Member of Freelance Interpreter team for study abroad event held annually by AEAS organization.

• Participated in communicating, translating and interpreting conversations between Vietnamese customers and foreign representatives from AEAS.

ROCKSHIP 01/06/2024 - Now

AI Engineer Intern Binh Thanh District, Ho Chi Minh City

• Staffing AI: Built useful AI agents for staffing purposes, including CV POWERUP - an AI agent capable of evaluating a resume based on a job description and CV MATCHING - a tool used to automate staffing process by automatically select the best resumes given a job

• Chat bots: Built celebrity chat bots mimicking famous people by scraping their data on biographic based to use as knowledge base and prompt engineering based on their characteristic

• Data mining: Built a program to scrape job postings from many websites and process that data, perform data analysis to gain insights into the current job market Projects

Vehicle detection using YOLOv8 Project link January 2024 - March 2024

• Preprocess vehicle and license plate images and labelling dataset precisely for Viet Nam domain

• Train and test a vehicle detection and a license plate detection model using YOLOv8 on GoogleColab

• Apply both of the models along with SORT object tracking and easyOCR text reader to extract precise and correct license plate information for each vehicle

• Load video and process missing video frames using numpy to visualize result smoothly Stroke Prediction Project link October 2023 - December 2023

• Analyze the characteristics about stroke patients and non-stroke patients to find out patterns between their demographic information, body measurements and chance of getting a stroke

• Build a pipeline to automate the process of finding optimal machine learning models along with suitable data processing and model evaluating techniques to perform prediction Linear Regression Model for Predicting CPU’s price Project link January 2023 - April 2023

• Perform data analysis and visualization to find insights about the characteristics of CPUs

• Build a regression model to predict each CPU price based on the information discovered Transformer model from scratch PyTorch Project link June - 2024

• Coded every component of the Transformer neural network using PyTorch library

• Trained the model on a simple number image classification task Technical Skills

Languages: Python, C/C++, SQL, JavaScript, HTML/CSS, R, Haskell Developer Tools: Git, Docker, Google Colab, SQL Server Libraries: pandas, NumPy, MatplotLib, Ultralytics, Hugging Face Frameworks: TensorFlow, PyTorch

Web: React, Next

Language: English: IELTS 7.5 (September 2020)

Interests

Soccer, badminton, chess, music, movies

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