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Hi, I'm Sovanreach

Developer & Researcher

Hi there! I'm Sovanreach, a backend developer, an IT instructor, Big Data & AI & Computer Vision researcher. Thank you for reaching me out here.

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About Me

My Introduction

A highly motivated, passionate, and fast-learning engineer who has 5+ years of work experience with software development and 3+ years of experience with machine learning, deep learning, and computer vision areas. A Python enthusiast with good programming skills and extensive experience with data science libraries and tools.

kv.sovanreach@gmail.com
Cheongju-si, South Korea
Big Data, AI, ML & Computer Vision
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Skills

My Tech Stack
Programming Language Python (+++), Java (++), JS (++), GoLang (++), R (++), PHP (++), Scala (+)
Data Science Framework Pandas, Numpy, Pillow, OpenCV, Tensorflow, PyTorch, Keras, Matplotlib
Web Framework Flask, NodeJS, Springboot, Laravel
IDE & Tool Jupyter, VSCode, IntelliJ, Eclipse, XCode, Android Studio, Git, Docker
Database MySQL, MongoDB, SQL Server, PostgreSQL
OS Ubuntu, Windows, MacOS

Qualification

My Personal Journey
Education
Work

Ph.D Student

Chungbuk National University
2022.03 ~ Present

Master's Degree

Chungbuk National University
2020.03 ~ 2022.02

Bachelor Degree

The University of Cambodia
2014.11 ~ 2019.12

IT Professional Training (Advanced)

Korea Software HRD Center
2018.10 ~ 2019.02

IT Professional Training (Basic)

Korea Software HRD Center
2018.04 ~ 2018.08

Research Assistant

Chungbuk National University
2022.03 ~ Present

Research Assistant

Chungbuk National University
2020.03 ~ 2022.03

IT Instructor

Korea Software HRD Center
2019.03 ~ 2020.02
Publication
[J*]: Journal Publication
[C*]: Conference Publication
[D*]: Graduation Dissertation

[J3]Kong, V., Somakhamixay, O., Cho, W. S., Kang, G., Won, H., Rah, H., & Bang, H. J. (2022). Recurrence risk prediction of acute coronary syndrome per patient as a personalized ACS recurrence risk: a retrospective study. PeerJ, 10, e14348.

[J2]Shon, H. S., Kong, V., Park, J. S., Jang, W., Cha, E. J., Kim, S. Y., ... & Kim, K. A. (2022). Deep Learning Model for Classifying Periodontitis Stages on Dental Panoramic Radiography. Applied Sciences, 12(17), 8500.

[D1]Kong, V. (2022). Design and Implementation of a Workflow and Orchestration Tool for Building Machine Learning Model. Chungbuk National University

[C2]Vungsovanreach, K., Choi, E. S., Shon, H. S., Cha, E. J., Kim, K. A., & Cho, W. S. (2021). Comparison of Classification Techniques based on Feature Extraction and Imbalanced Data Processing. 대한전기학회 학술대회 논문집, 1886-1887.

[C1]최은선(Eun-Seon Choi),Kong Vungsovanreach,조완섭(Wan-Sup Cho),김재성(Jae-Sung Kim),이경희(Kyung Hee Lee),손호선(Ho Sun Shon),and 최성곤(Seong Gon Choi). "스마트팩토리 데이터를 활용한 클래스 불균형문제 해결 방법 비교." 한국통신학회 학술대회논문집 2021.6 (2021): 86-87.

[J1]Aing Teckchun, Kong Vungsovanreach,김옥기,이경희,and 조완섭. "블록체인 자동화도구 개발과 전자투표 적용사례." 한국빅데이터학회 학회지 6.2 (2021): 151-159.