Technical keyword (Highlight: recruiting research engineer in projects)

• AI Agent

  • LangGraph, LangChain

    • RAG(Retrieval-Augmented Generation)

  • MCP (Model Context Protocol)

• Transformer architecture and variants (BERT, GPT evolution)

• Machine Vision and Vision Transformer

• Autoencoder, VAE, etc

• New neural network architecture inspired by brain cognitive system.

Application Area

• AI Agent, Bigdata data pre-processing, category classification, feature clustering, anomaly detection, and multi-modal data fusion.

Monetary support varies based on the participation rate of the assignment

Duration: from 2022.04 to 2023.03

Project

• Title: Developing 3D scanner metrology automation technology

• Hosting:  DOOENG CO Ltd. 

• Joint Research by MI Lab.

  • Image recognition of scanned objects 

  • Detect Meter Report Anomalies

Related Technologies

• Image Classification by Deep Neural Model

•  Anomaly detection in measurement data

Duration: from 2020 to 2025

Project

• Title: Implement a human-mimicking memory mechanism

• Hosting: Daejeon University

• Joint Research by MI Lab.

  • Sensory Memory

  • Working Memory (short-term memory)

  • Long-term Memory

  • New neural model

Related Technologies

• Representational learning (autoencoder – VAE, Convolutional autoencoder, sparse autoencoder)

• HTM (Hierarchical Temporal Memory) 

• Zero-shot Learning

• New neural network model

Duration: from 2022.06 to 2025.12

Project Title

• Research on user behavior/activity indicator analysis techniques for anomaly detection

Related Technologies

• Anomaly detection, spatiotemporal feature engineering, representation learning, transformer architecture (BERT variants)

Duration: from 2022.06 to 2022.12

Project

• Title: Automatically detect Diagnostic Kit results

• Hosting:  DATTAM 

• Joint Research by MI Lab.

  • Image classification by  

  • Mobile application development

• +82-63-469-4853 

• (063-469-4853)

Email (preferred contact method)

• kc.kang@kunsan.ac.kr

Location

• 공과대학 3호관 - 13510호실

• College of Engineering Building 3 - Room 13510

Professor in Kunsan National University (국립군산대학교)

https://www.kunsan.ac.kr/ 

2001.03 ~ 2017.03

Research staff

Electronics and Telecommunications Research Institute (한국전자통신연구원)

https://www.etri.re.kr/kor/main/main.etri#

Research Topics

• Visual Intelligence Technology Development (Deep View Project, Behavioral/Action Recognition)

• Mobile healthcare platform development (watch-type wearable healthcare devices)

• Virtualization Technology Development (Subsystem Virtualization)

• Home Server Platform Development

• Component SW Platform (OSGi) Development

1997.02 ~ 2001.02

Research staff

Agency for Defense Development (국방과학연구소)

https://www.add.re.kr/kps

Research Topics

• Development of radar signal processing system

• Developing image recognition-based measurement systems

Duration: from 2018.06 to 2021.05

Project Title

• Spatio-temporal Information Classification and Inference based on Hierarchical Temporal Memory supporting Continuous Online Sequence Learning

Related Technologies

• HTM(Hierarchical temporal memory), sequence learning, representation learning

Expected Project Title

• A study on a neural network model that mimics the human online learning process

Related Technologies

• HTM(Hierarchical temporal memory), sequence learning, representation learning

• https://scholar.google.co.kr/scholar?hl=ko&as_sdt=0%2C5&q=Kyuchang+Kang&btnG=

DBpia

• https://www.dbpia.co.kr/search/topSearch?searchOption=all&query=%EA%B0%95%EA%B7%9C%EC%B0%BD

ResearchGate

• https://www.researchgate.net/profile/Kyuchang-Kang/research

Recruiting foreigners (외국인)

• GKS (Global Korea Scholarship), https://www.studyinkorea.go.kr/
  

Domestic (내국인)

• https://www.kunsan.ac.kr/index.kunsan?menuCd=DOM_000000101002000000&sso=ok

스터디 그룹을 모집합니다.

• 인문과 기술이 만나는 교차점을 지향합니다.

Recruit study groups

• aimed at the intersection of the humanities and technology

• 실시간 운영체제(RTWORKS)와 임베디드 리눅스(RTST Linux), 그리고 관련 시스템 소프트웨어를 무기체계, 항공, 철도, 원자력, 자동차 등 높은 신뢰성이 요구되는 산업 영역에 공급하는 시스템 소프트웨어 전문 기업

나을텍(NaeulTech)

• CCTV 환경에서 소리/영상 처리 기술을 이용하여 사용자의 움직임을 검출하고 위험상황을 인지하는 시스템 개발 및 영상, 음성, 센서 융합 기반의 인터페이스 시스템 개발 기업

Connexo

• Established in 2009, Connexo is a leading provider of technical solutions and consulting services specializing in digital transformation for the life sciences industry.

케이쓰리소프트 (startup)

• 지능형 자동화 및 통신 소프트웨어 전문 신생 기업

두이엔지(Dooeng)

• Business 로봇&자동화 시스템 전문 기업

한국전자통신연구원(ETRI)

• ETRI makes contribution to the nation’s economic and social development through research, development and distribution of industrial core technologies in the field of Information, Communications, Electronics, Broadcasting and Convergence technologies.

국방과학연구소(ADD)

• Proudly serving our nation with vigilant defense in all domains of air, sea and land through advanced defense science and technology (S&T)

• 2025.05 - 2025.12

과제명 (Title)

• 3D 스캔과 머신비전을 활용한 용접부 결함 검출 자동화 시스템 개발

Technology

• Anomaly detection (by Data Analysis)

• Multi-classification (by Vision Technology)

Research and Development Schedule

• ~ 2025.12: Incubating

  • Feasibility review

• 2026.01 ~ : Development

Target Field

• Life Science Digital Solution

Technical keyword

• AI Agent

  • LangGraph, LangChain

    • RAG(Retrieval-Augmented Generation)

  • MCP (Model Context Protocol)

1학년: 컴퓨터소프트웨어특성화대학과 교과과정 공유

https://www.kunsan.ac.kr/ssw/index.kunsan

2학년부터 학생 본인이 전공 선택

• 통신계열 (전기/전자/통신/컴퓨터 계열 중)

  • IT (SW, Information)는 공통사항

• 안전모 착용 여부 탐지

• 네트워크 로그 기반 침입 탐지

Classification & Detection for Physical AI

• 비전 기반 용접검사

• 비전 기반 조류 탐지 (조류독감 예방을 위한 조류 침입 탐지)

유틸리티

• 재활용품 분리 Helper (비전기반 분류 및 Location 기반 안내)