KONG Vungsovanreach

About

Postdoctoral Researcher specializing in applied computer vision and AI, with 7+ years in software development and 5+ years in ML, AI, and computer vision. His research focuses on medical image analysis, safety surveillance systems, and real-world AI applications in healthcare.

Background

Education

PhD in Big Data (2022–Present) — Chungbuk National University, South Korea
Master's in Big Data (2020–2022) — Chungbuk National University, South Korea
Thesis: ML model workflow orchestration
Bachelor's in Computer Science (2014–2019) — The University of Cambodia
IT Professional Training (2018–2019) — Korea Software HRD Center

Career

Professional Experience

2022–Present: Research Assistant (PhD), Chungbuk National University
2020–2022: Research Assistant (MSc), Chungbuk National University
2019–2020: IT Instructor, Korea Software HRD Center

Areas

Research Focus

Vision-Language Integration: Combining Large Language Models with visual data for multimodal AI applications
Safety Surveillance Systems: Fall detection, helmet detection, and real-time video monitoring using computer vision
Medical Image Analysis: Deep learning for dental panoramic radiography, periodontitis classification, and cardiac event prediction
Super-Resolution Imaging: Enhancing medical image quality for improved diagnostic accuracy
Healthcare AI: AI-driven prognosis and risk prediction for clinical decision support

Skills