About Me
I am an AI research engineer currently working in the AI Research of New Innovation R&D division of Innodep. I am working for Innodep to advance their current smart surveillance solution and develop a new AI-based smart security platform.
I am familiar with probability theory and statistics, and I am also an experienced Python developer. I am good at dealing with the following Python frameworks: Deep learning frameworks (e.g. PyTorch, TensorFlow), Data manipulation libraries (e.g. Numpy, Pandas), Backend frameworks (e.g. FastAPI)
My current research interests are information-theoretic approaches for deep learning modeling, computer vision for smart surveillance, and vision-language models for image information analysis.
- 7 years of work experience: 2018 ~ 2024
- Industries: Software (2018 ~ 2021), Edutech (2021 ~ 2023), Physical Security (2023 ~ Present)
Research Interests
- Machine Learning, Deep Learning
- Object Detection
- Image Captioning
- Recommender Systems
- Statistical Learning, Statistical Inference
- Information Theory
Education
- University of Seoul (Mar 2011 - Feb 2013)
- Majored in Electrical and Computer Engineering
- Transferred to Yonsei University after the 4th semester
- Yonsei University (Mar 2013 - Feb 2016)
- B.S. in Electrical and Electronic Engineering
- KAIST (Mar 2016 - Feb 2018)
- M.S. in Electrical Engineering
- Research on Machine Learning and Reinforcement Learning
Work Experience
- Tmax Data (Feb 2018 - Dec 2019)
- Research Engineer
- Worked for Tmax Data as a military service
- Tmax AI (Jan 2020 - Jun 2021)
- Research Engineer
- Worked for Tmax AI as a military service
- Wonriedu AI Research (Jun 2021 - Jan 2023)
- AI Research Director
- Innodep (Feb 2023 - Present)
- Research Engineer