donaldaq AI Research Engineer Ignorance more frequently begets confidence that does knowledge. Charles Darwin

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

(Witi)

Research and Development of the KNOWHOW Service Platform
[2024. 1. ~ 2025. 1]

KNOWHOW Service Platform – A Community for Startup CEOs
[Language: Nest.js, Nuxt.js]

Research and Development of the KNOWHOW Space Web Service
[2024. 1. ~ 2025. 1]

KNOWHOW Space Web Service – Startup Performance Management System
[Language: Nest.js, Nuxt.js]

Research and Development of the CEO Staff Web Service
[2024. 1. ~ 2025. 1]

CEO Staff Web Service – A Web Platform for Recommending Customized Support Programs for Startups
[Language: Nest.js, Nuxt.js]

Development of a Company Data Profiling Engine for Extracting Corporate Attributes
[2024. 1. ~ 2024. 1]

Development, Analysis of a Company Data Profiling Engine for Extracting Corporate Attributes
[Library: Tensorflow, Keras, PyTorch]

Development of the KNOWHOW Mobile Application
[2024. 7. ~ 2025. 1]

Development of a Mobile Web App Service for Startup CEOs to Enhance User Accessibility
[Language: Nest.js, Nuxt.js, React, Typescript]

(Huraypositive)

Research and Development of AI Models for an Employee Health Management Service Platform
[2022. 1. ~ 2023. 8]

Design, Research, Development, and Deployment of AI Models for the EHP Service Platform(AI Models(Image Classification, NLG(NLP), ML, AI)
[Library: PyTorch]

Project for Clinical and Genomic Data Analysis and Therapeutic Selection Classification
[2023. 7. ~ 2023. 12]

Development of Analysis and Therapeutic Selection Classification Models Using CDMS and K-Master Data
[Library: PyTorch]

Development of a Deep Learning Model for Food Image Recognition
[2021. 1. ~ 2023. 08]

Research and Development of Object Detection for Food Image Recognition and Similar Image Classification Models for Packaged Food Products
[Library: PyTorch]

Development of HFD Nutrition Information Database
[2022. 1. ~ 2023. 12]

Planning and Design of a Nutrition Information Database for Chronic Disease Patients
[Language: Python]

(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

May 2025 - AI Research Engineer @ PowerAuto Robotics
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