As an AI Researcher & Developer, I specialize in the convergence of Deep Learning, Reinforcement Learning, and IoT Systems to advance next-generation intelligent technologies.

🎯 Research Interests:

• Designing intelligent systems that integrate AI (Deep Learning & Reinforcement Learning) with IoT devices.
• Analyzing data collected from IoT devices and providing AI(Deep-Learing)-driven solutions.
• Exploring Multimodal AI, with a particular focus on Multimodal Large Language Models (MLLMs).
• Applying robotics to create AI-driven solutions that make the world more convenient.
• Proposing technology policies for Seoul, connecting emerging technologies with practical urban innovation strategies.

🔬 Research Experience:

• Technology Policy Proposal for Seoul Metropolitan Government
  Affiliation: The Seoul Institute
  Role: Researcher
  Research Period: April 2026 ~ Present

• AI-based Industrial Safety Service
  Affiliation: Doublt T Co., Ltd.
  Research Period: June 2025 ~ March 2026

• User-Friendly Interface Technology for Safe Operation of Unmanned Vehicles
  Affiliation: Autonomous Intelligent System Lab, Sejong University
  Supported by: Ministry of Science and ICT (MSIT), South Korea
  Research Period: August 2023 ~ February 2025

• Primary Lithium Battery Life Prediction and Remaining Capacity Measurement for Industrial IoT Devices
  Affiliation: Autonomous Intelligent System Lab, Sejong University
  Supported by: Ministry of Trade, Industry and Energy (MOTIE), South Korea
  Research Period: July 2022 ~ December 2024

• Connected Intelligent Sensor Platform Technology for Network-Based Sensors
  Affiliation: Autonomous Intelligent System Lab, Sejong University
  Supported by: Ministry of Trade, Industry and Energy (MOTIE), South Korea
  Research Period: March 2022 ~ August 2022

💡 Vision:
I strive to bridge the gap between AI technologies and real-world applications, creating intelligent systems that enhance everyday life through the integration of robotics and IoT.

• 💼 1 April 2026 ~ Present : Researcher, AI & Big Data Research Division | The Seoul Institute
• 💼 23 June 2025 ~ March 2026 : AI Researcher, AI Development Team, SW Development Division | Doublt T Co., Ltd.

• 🎓 1 March 2023 ~ 14 February 2025 : Master's Degree in Sejong University | Autonomous Intelligent System Lab (Graduated)
• 📚 1 March 2022 ~ 17 February 2023 : Undergraduate Research Intern | Autonomous Intelligent System Lab
• 🎓 1 March 2021 ~ 17 February 2023 : Bachelor's Degree in Sejong University (Graduated)
• 📖 1 March 2017 ~ 18 January 2021 : Hankyong National University (Transferred)

• Battery Life Prediction for Ensuring Robust Operation of IoT Devices in Remote Metering
  • MDPI Applied Science
  • First Author (1st out of 4 authors)
  • Status: ✅ Published (10 March 2025)

• An Industrial IoT-Based Feedback System for Collision Prevention in Worksites

  • ICAIIC 2026 (24 February 2026)
  • First Author (1st out of 5 authors)
  • Organizer: The Korea Institute of Information and Communication Engineering
  • Status: ✅ Published (31 March 2026)

• Command Feedback System Based on Context Awareness for Minimizing Control Error in Human-Robot Interaction

  • ICAIIC 2025 (20 February 2025)
  • First Author (1st out of 5 authors)
  • Organizer: The Korea Institute of Information and Communication Engineering
  • Status: ✅ Published (19 March 2025)

• Camera-based Virtual Drone Control System Using Two-handed Gestures

  • IEEE MetaCom 2024 (12 August 2024)
  • Second Author (2nd out of 3 authors)
  • Organizer: IEEE
  • Status: ✅ Published (6 November 2024)

• Design and Implementation of Intelligent Safety Services for Personal Mobility Devices

  • IEEE MetaCom 2023 (26 June 2023)
  • First Author (1st out of 5 authors)
  • Organizer: IEEE
  • Status: ✅ Published (6 October 2023)

• 제스처 인식 기반 작업 수행 로봇 시스템

  • Korean Institute of Communications and Information Sciences (KICS) Fall Conference 2024 (20 November 2024)
  • Third Author (3rd out of 4 authors)

• 멀티모달 대규모 언어 모델 기술 분석

  • Korean Institute of Communications and Information Sciences (KICS) Summer Conference 2024 (19 June 2024)
  • Second Author (2nd out of 3 authors)

• Omniverse 플랫폼과 IoT 플랫폼 연동에 관한 연구

  • Korean Institute of Communications and Information Sciences (KICS) Summer Conference 2022 (22 June 2022)
  • Third Author (3rd out of 4 authors)

• 파라미터 통합 최적화방법

  • Patent No.: 10-2532-2820 (Registered)
  • Application No.: 10-2022-0111894
  • Filing Date: 5 September 2022
  • Registration Date: 9 May 2023
  • Status: ✅ Registered

• 일차 전지의 수명을 예측하는 방법 및 장치

  • Patent No.: 10-2847453-0000 (Registered)
  • Application No.: 10-2023-0185343
  • Filing Date: 19 December 2023
  • Registration Date: 13 August 2025
  • Status: ✅ Registered

• 🇺🇸 METHOD OF INTEGRALLY OPTIMIZING PARAMETERS
  • Application No.: US 18/460,636
  • Filing Date: 4 September 2023
  • Country: United States (USPTO)
  • Status: 🔄 Pending
  • Related to: KR 10-2022-0111894