About Me

I received the Ph.D. degree in computer science and engineering from Korea University, Seoul, South Korea, in 2021. I have worked as a software developer for more than 10 years in many companies including SK affiliates and participated in many projects. Currently, I am researching edge AI, model quantization, object detection, object tracking, face recognition, human pose estimation, and virtual human generation at Motov Lab. Besides, I have been appointed to be a expert member of Police Lab by KIPoT (Korea Institute of Police Technology) and am currently working as an advisor, providing technical advice on Artificial Intelligence. I am a full-stack developer and researcher with extensive development experiences in machine learning, artificial intelligence, web, mobile, big data, data analysis, growth hacking, graphic design, etc.

If you would like to know more about me, contact me, and I will send you the full version of my Curriculum Vitae (CV). The following is a brief summary of my CV.

Research Interest

Generative Adversarial Networks, Multimodal Learning, Text-to-Image Synthesis, Natural Language Processing, Computer Vision, Machine Learning, Medical Imaging, Pattern Recognition, Speech Recognition, Object Detection, Object Tracking, Face Recognition, Human Pose Estimation, Virtual Human, Model Quantization, and Edge AI.

Education

Recent Publications

International Journal (SCI /SCIE)

  1. Enhancing Korean Named Entity Recognition With Linguistic Tokenization Strategies
    Gyeongmin Kim, Junyoung Son, Jinsung Kim, Hyunhee Lee, and Heuiseok Lim
    IEEE Access, vol. 9, pp. 151814-151823, 2021 [PDF]

  2. Visual Thinking of Neural Networks: Interactive Text to Image Synthesis
    Hyunhee Lee, Gyeongmin Kim, Yuna Hur and Heuiseok Lim
    IEEE Access, vol. 9, pp. 64510–64523, 2021 [PDF]

  3. Study on Optimal Generative Network for Synthesizing Brain Tumor-Segmented MR Images
    Hyunhee Lee, Jaechoon Jo, and Heuiseok Lim
    Mathematical Problems in Engineering, vol. 2020, p. 8273173, 2020 [PDF]

Honors & Awards

Year Award Organization
2021 Best Paper for the First Semester of 2021 (Research Incentive Scholarship) Korea University
2019 Academic Excellence Award (Graduated with First Class Honors) Korea University
2017-2018 Academic Excellence Scholarship (2nd, 3rd, and 4th Semesters) korea University
2018 Best Paper Award, The 2018 Spring Conference of KIPS Korean Information Processing Systems

Technical Competencies

Field Details
Deep learning / Machine learning Generative Adversarial Networks, Multimodal Learning, Text-to-Image Synthesis, Natural Language Processing, Computer Vision, Machine Learning, Medical Imaging, Pattern Recognition, Speech Recognition, Object Detection, Object Tracking, Face Recognition, Human Pose Estimation, Virtual Human, Model Quantization, and Edge AI.
Big data / Statistics Hadoop, Storm, Spark, R, Spss (IBM).
Programming Language (including Frameworks) Java, Jsp, Ejb, Struts, Spring, Mybatis, Jquery, Ajax, React, Ruby on Rails, TypeScript, AngluarJS, D3.js, Node.js, Vue.js, Json, Android, As3.0 (Flex4), Adobe Air, Html5/Css3, Python, R, Php, Django, Flask, and Nvidia Jetson Edge AI Platform.
Database (RDBMS, Nosql) Oracle, Pl-sql, MongoDB, Redis, Elastic Search, MariaDB, and Mysql.
Server (including Virtualization) Window Server, Linux, FMS, AMS (Adobe Media Streaming Server), Wowza Streaming Engine, Apache Web Server, Nginx, VMWare, VirtualBox, and Docker.
Architecture Modelling ERD, UML, Business Process, Sequence Diagram, and Use Case.
Software Configuration Management Git, SVN, and CVS.
Development tools Eclipse, Spring STS, Android Studio, Flash Builder, Visual Paradigm, ERWin, Orange, Toad, Kibana Sense, RStudio, Weka, Pycharm, Anaconda, Jupyter Notebook (IPython), LaTex, and Label Studio.
Design Photoshop, Illustrator, Swishmax, and Flash.
Data Analytics Google Analytics and Growth Hacking.

Language Competencies

Qualification Certificates

Type Certificate name Organization
National Technical Qualification Engineer Information Processing Human Resources Development Service of Korea
International Technical Qualification SCJP (OCJP) Sun Microsystems (Oracle)
National Technical Qualification Craftsman Web Design Human Resources Development Service of Korea
National Technical Qualification Craftsman Computer Graphics Operation Human Resources Development Service of Korea
National Technical Qualification Industrial Engineer Office Automation Human Resources Development Service of Korea
National Qualification Teacher’s Certificate The Minister of Education, Korea
Language Qualification Deutsche Sprachprüfung für den Hochschulzugang Bremen University, Germany

References


Last updated: June 2022