Summary
Overview
Education
Skills
Publications
Research Projects
Courses
Timeline
Generic
Jaewon Son

Jaewon Son

Master's Degree (AI Research)
Uiwang-si

Summary

I am eager to secure a position that fosters continuous learning and professional growth. I enjoy tackling challenging tasks that enhance both my personal and professional development. Committed to self-improvement, I actively seek opportunities to expand my knowledge and skill set. Possessing strong communication skills, I love engaging in discussions and constructive debates, drawing inspiration from diverse perspectives.

Overview

2
2
Languages

Education

Master of Science - Artificial Intelligence

Sungkyunkwan University
Suwon-si
04.2001 -

Skills

  • Python Programming

  • Pattern Recognition

  • Image processing

  • Supervised Learning

  • Neural Networks

  • Deep Learning Algorithms

  • Deep Learning Frameworks

  • Convolutional Neural Networks

  • Model Evaluation

  • Hyperparameter Tuning

  • Recurrent Neural Networks

  • Data Preprocessing

Publications

"CSTA: CNN-based Spatiotemporal Attention for Video Summarization." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2024. (CVPR 2024)

Research Projects

  • Development of a federated AI computing model in a distributed environment to preserve medical data privacy, Implement AI platform for Federated learning in medical industries, Mar, 2022 ~ Dec, 2024
  • Development of personal video information privacy preservation technology capable of AI learning in an autonomous driving environment, Deidentification videos from autonomous vehicles in real-time for privacy, Apr, 2023 ~ Dec, 2024

Courses

  • Advanced Computer Vision SeminarKO, Spring Semester 2024
  • Computer Architecture Design and ApplicationsKO, Spring Semester 2024
  • Modern Artificial IntelligenceKO, Spring Semester 2024
  • Mathematics for Machine Learning, Fall Semester 2023
  • Computer Vision, Spring Semester 2023
  • Pattern Recognition, Spring Semester 2023
  • (Bachelors)Artificial Intelligence Application
  • (Bachelors)Artificial Intelligence Project
  • (Bachelors)Fundamentals of machine learning
  • (Bachelors)Introduction to Artificial Intelligence
  • (Bachelors)Introduction to Deep Neural Networks
  • (Bachelors)Introduction to Machine Learning
  • (Bachelors)Machine Learning and Deep Learning

Timeline

Master of Science - Artificial Intelligence

Sungkyunkwan University
04.2001 -
Jaewon SonMaster's Degree (AI Research)