PROFILE

학부 2학년 기초설계 프로젝트 - 실시간 웹 연동형 노변주차장 자동관리체계 (A+, 세종대학교 전자정보통신공학과, Sep. 2020 - Dec. 2020)

• Role: Presenter & Network System Design, Algorithm Design and Programming, Hardware Design and Manufacturing
• Fully automated parking slot management system for narrow roads with Number plate image processing
• Adopted machine learning featured with TensorFlow and Tesseract to recognize characters(numbers, Koreann characters) on the number plate
• All stages of algorithm development, frontend, and backend were conducted on a Linux environment via SSH remote access.
• Web page and backend database implementation focused on functionality and data management
• 시연영상 [YouTube]

제4회 it창의챌린지 (2021년 대한전자공학회 추계학술대회- 송도)

*기초소자만을 사용한 캡스톤디자인 경진대회

• Role: Presenter & Circuit Design, Hardware Manufacturing
• Designed self-operating crosswalk sunshades with real-time environmental sensing.
• Designed under strict constraints - without using any MCU or FPGA.
• Developed four environmental condition detection methods (temperature, wind speed, precipitation, and ambient light) using op-amps, optimized for low detection voltage levels and noise.

KIEEME 제3회 캡스톤디자인 경진대회 (2024년 한국전기전자공학회 하계학술대회 - 부산)

• Role: Presenter & Computer Network Design,Hardware Design and Manufacturing
• Designed Machine Learning driven semi-automated management system for floating sea farms.
• Implemented individual computer network system over Korea; each member from all different locations and schools.
• Designed a dual AI detection and parallel processing method for detecting fry; using a contour-based model and a line-drawing-based model.
• Executed all video processing procedures using AI and machine learning under low latency - less than 1 second - between hardware in Seoul and a central GPU server in Daegu.
• Developed frontend and backend systems for a red tide alarm platform, integrating data from distributed buoys and displaying results on the website.

제7회 it창의챌린지 (2024년 대한전자공학회 추계학술대회 - 강원도 정선)

*기초소자만을 사용한 캡스톤디자인 경진대회

• Role: Presenter, Circuit Design, PCB and Hardware Manufacturing
• Designed a bouey-based red tide alert system using color detection and an RF-based mesh network for data collection.
• Implemented a mesh grid structure to reduce signal transmission distance and minize power consumption.
• Used AM modulation in the 70cm band to ensure compatibility with commerical UHF tranceivers on fishing vessels.
• Designed an RGB signal amplification circuit for photovoltanic cells, achieving a gain factor of 1 million for noise reduction.

정보시스템설계 - 무선통신 및 안테나공학 (A0, 세종대학교 전자정보통신공학과, Sep. 2024 - Dec. 2024)

• Designed a single microstrip patch (MSP) antenna with maximum gain and directivity under constrained conditions.
• Employed multple H-shaped gratings to enhance realized gain in the presence of zero initial H-field.

데이터통신설계 (B+, 세종대학교 전자정보통신공학과 Sep. 2024 - Dec. 2024)

• Designed a machine learning based QPSK encoder and decoder.
• Applied machine learning based on PyTorch to reduce BER and improve phase and amplitude detection under AWGN conditions and low SNR environments.

전자회로설계 (A0, 세종대학교 전자정보통신공학과, Mar. 2025 - Jun 2025)

• Designed an audio amplifier circuit with BJT; optimized for maximum voltage gain under constrained design conditions.