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.
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.
Ph.D. in Computer Science and Engineering, Korea University, Seoul, KR.
– Mar.2019-Aug.2021
– Advisor: Heuiseok Lim, Professor, Department of Computer Science and Engineering, Korea University, Seoul, KR.
M.S. in Big Data Convergence, Korea University, Seoul, KR.
– Summa Cum Laude
– Mar.2016-Aug.2018
– Advisor: Heuiseok Lim, Professor, Department of Computer Science and Engineering, Korea University, Seoul, KR.
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]
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]
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]
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 |
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. |
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 |