Data Scientist Science

Phuc Dang Minh

********.****@*****.*** • 035******* • Linkedin

EDUCATION

High School for the Gifted, VNU-HCM Ho Chi Minh City, Vietnam Mathematics Major Class - GPA: 9/10 2019 - 2022

University of Science, VNU-HCM Ho Chi Minh City, Vietnam Bachelor of Data Science - GPA: 8.51/10 2022 - Present EXPERIENCE

Emtek Electric Automobile Technology Development Ho Chi Minh City AI Engineer Jan 2026 - May 2026

• Designed and implemented an In-Vehicle Monitoring System (IVMS) using YOLOv12 for real-time seat occu- pancy detection, achieving up to 86% accuracy with real-time inference, showcasing end-to-end computer vision pipeline development for smart mobility applications.

• Built and deployed an AI-powered HR Agent leveraging LLM-based NLP and tool-augmented workflows to automate resume screening, candidate sourcing, and email processing, achieving up to 94% agreement with human reviewers in screening tasks while improving recruitment efficiency and consistency. Bosch Global Software Technologies Vietnam Ho Chi Minh City AI Engineer Intern June 2025 - Dec 2025

• Designed and deployed anomaly detection models for high-dimensional automotive signal data, integrating them into an internal application for automated calibration data preprocessing and normalization. Reduced manual data processing effort by 1 hour per customer data unit and shortened review time from 2 hours to less than 1 hour.

• Built a Streamlit-based prototype for task assignment, combining tool-based engineer recommendation with an LLM-based routing mechanism, reducing task assignment time by up to 63% while improving workflow consistency and efficiency.

• Contributed to the development and validation of LLM-based AI agents for integrator workflows using GitHub Copilot, reducing task completion time by over 50% and enabling up to 20 concurrent users, significantly improving efficiency, consistency, and turnaround time while allowing engineers to focus on higher-value tasks. AISIA Lab Ho Chi Minh City

Undergraduate Research Assistant Mar 2024 - May 2025

• Curated and annotated multimodal Vietnamese datasets for sentiment analysis and affective behavior research.

• Supported experimental evaluation and benchmarking of transformer-based models in multimodal learning settings.

PROJECTS

Multimodal Aspect-based Sentiment Analysis in Hospitality September 2025 - Now

• Developed a multimodal aspect-based sentiment analysis system with improved cross-modal alignment, achie- ving higher F1 on VLP-MABSA, DTCA, and CORSA

Compositional Image Retrieval in E-commerce Objects Dec 2026 - Now

• Explored compositional image retrieval for e-commerce using the CAMEO dataset, improving model robustness via data augmentation strategies

SKILLS

Programming: Python, C/C++, R

AI & ML: PyTorch, Scikit-learn, NLP, Transformers, LLMs, Times Series, AI Agent Systems & Tools: Git, Docker, REST APIs, FastAPI

Languages: English (IELTS 6.5), German (A1)

Soft Skills: Problem Solving, Critical Thinking, Team Collaboration, Adaptability PUBLICATIONS

A RAG Approach for Multi-Modal Open-ended Lifelog Question-Answering Published on ICMR ’25: Proceedings of the 2025 International Conference on Multimedia Retrieval Robust Fine-Grained Multimodal Sarcasm Detection in Vietnamese via Spectral Feature Learning and Uncertainty-Aware Ensemble

Submitted to Expert Systems With Applications (under review) AWARDS

Entrance Valedictorian of Faculty, 2022 University of Science, VNU-HCM Meritorious Award for SCUDEM IX 2024 SIMIODE

Top 8 of UIT Data Science Challenge 2024 University of Information Technology, VNU-HCM

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