Information Technology Machine Learning

Đoàn Văn Minh Phước

Final-year student majoring in Information Technology.

090******* ************@*****.*** Tan Phu District, Ho Chi Minh, Viet Nam OBJECTIVE

Seeking an opportunity to grow as an AI Engineer by applying and expanding my knowledge in machine learning, deep learning, and data- driven solutions, while contributing long-term value to the team and organization. EDUCATION

Ho Chi Minh City University of Foreign Languages and Information Technology - HUFLIT 10/2022 - Now Information Technology.

Final-year student majoring in Information Technology Specializing in Data Science. Current GPA: 7.0/10 Able to comprehend English technical documentation and academic texts at a basic level WORK EXPERIENCE

Shushi Haru 06/2022 - 08/2022

Part-time cashier.

Manage and report daily revenue.

Resolve payment-related issues.

Update promotional or discount information.

PROJECT

Bird’s Eye View Transformation and Semantic Segmentation with Enhanced U-Net Architectures 03/2025 - 08/2025 Built a semantic segmentation pipeline with BEV transformation. Compared two models: U-Net with a Spatial Transformer module, and a modified U-Net with Segformer encoder. Applied homography for BEV, and evaluated models on segmentation accuracy. Github: https://github.com/minphhuoc1/multi-view-bev-segmentation Attention Tracker

This procject develope a system to analyze attention mechanisms in large language models (LLMs) like Qwen and Phi-3 by extracting attention maps, token probabilities, and influence regions during text generation — enabling interpretability and detection of abnormal behaviors such as prompt injection. Github: https://github.com/minphhuoc1/prompt_tracker 05/2025 - 07/2025

Traffic Sign Classification with Deep Learning

This project implements a comprehensive deep learning system for traffic sign classification and semantic segmentation using PyTorch and ResNet50 architecture. Github: https://github.com/minphhuoc1/Traffic-Sign-Classification 12/2024 - 03/2025

SKILLS

Typing Proficient in fast and accurate typing, ensuring efficient data entry and document creation. Microsoft Excel Skilled in using Excel for data analysis, creating complex spreadsheets, and performing tasks such as pivot tables, data visualization, and formula implementation. Python Proficient in using Python for Machine Learning, Computer Vision, and Deep Learning tasks (NumPy, Pandas, scikit-learn, OpenCV, PyTorch)

INTERESTS

Sports

Traveling

ADDITIONAL INFORMATION

Facebook: https://www.facebook.com/minphhuoc/

Linkedln: https://www.linkedin.com/in/minphhuoc/

© topcv.vn

Contact this candidate