Donaldaq Software Engineer Ignorance more frequently begets confidence that does knowledge.

About

AI Research Engineer for AI Parts(CV, NLP, ML).
I am interested in AI parts(CV, NLP[LLM], ML), Software Engineering, Technical Team Management.

Projects

(hallym AI center)

Image Classification For 2D, 3D
[2020. 2. ~ 2020. 10]

Image classification for CIN Pathology, Colon Cancer Pathology, END Classification, Submucosal invasion
[Library: PyTorch]

Image Object Detection
[2019.12 ~ 2020. 2]

Image object detection for Renal Cyst Detection(CT), EYELID mass object detection
[Library: Tensorflow, Keras, PyTorch]

(DoAI)

Image Object Detection
[2019. 6 ~ 2020. 12]

Image object detection for Pap smear Cytology slide images detection
[Library: Tensorflow, Keras]

Trisomy Numerical Data Detection Using Machine Learning
[2019.7 ~ 2019.12]

trisomy numerical data detection Using Machine learning algorithm
[Langauge: Python]

(DB FIS)

Maintenance and Development for Electric Documentation Management System(Web)
[2018.5 ~ 2019. 4]

Maintenance and Development for web
[Frotend: javascript, Backend: java, Database: SQL for oracle]

Car dashboard within 18 car models Image classification
[2018.6 ~ 2018. 12]

Car dashboard within 18 car models Image classification is only handling for me
[Library: Tensorflow]

(REALTIMEVISUAL)

Point to Point Wireless Network Various Models Modeling Development
[2016.12 ~ 2017.07]

Point to Point Wireless Network Various Models(Diffraction, Forest, Space) Modeling Development
[Langauge: Java]

Maintenance, Development and Testing for Tank Modeling in Simulation Environment
[2015.03 ~ 2016.11]

Maintenance, Development and Testing for Tank Modeling in Simulation Environment
[Langauge: C++, Modeling Algorithm: NEAT Algorithm, Testing: Static Testing, Dynamic Algorithm]

GitHub

Skills

Bio

January 2024 - January 2025 CTO, AI Research Engineer @ Witi
January 2021 - January 2024 AI Technical Team Leader, AI Research Engineer @ HurayPositive
December 2019 - December 2020 AI Research Engineer @ Hallym Medical A.I. Center
April 2019 - December 2019 AI Research Engineer @ DoAI
May 2018 - April 2019 Web Software Engineer @ DB FIS
March 2015 - May 2018 Software Engineer @ Realtimevisual

Education