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@sunwxxpi
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sunwxxpi /README.md

Sunwoo Pi

👨‍💻 AI Engineer @ ICTWAY


💻 Tech Stack 💻








🏢 Experience 🏢

B.S, Computer Engineering, Kyonggi Univ. (Mar. 2018 - Feb. 2024)
AI R&D Internship, (주)헬스허브 (Jul. 2023 - Aug. 2023)
2023 SW인재 페스티벌 경기대학교 대표 (Nov. 2nd 2023 - Nov. 4th 2023)
AI R&D Internship, (주)Visualsyn(비주얼신) (Oct. 2023 - Dec. 2023)
K-SW Square Winter Program, Student Intership, Purdue Univ. (Dec. 2023 - Feb. 2024)
M.S, Computer Science, Kyonggi Univ. (Mar. 2024 - Feb. 2026)
AI Engineer, (주)아이씨티웨이 (Jan. 2026 - )


📰 Papers 📰

Domestic Conference

피선우, 이병대
"딥러닝과 앙상블 기법을 이용한 무릎 골관절염 중증도 자동 분류"
한국인터넷정보학회 춘계학술발표대회, 2023

홍찬의, 김정효, 노승하, 임원빈, 피선우, 김상진
"인공지능 기반의 스마트 육아 어플리케이션 시스템 연구 개발"
한국정보기술학회 하계종합학술대회 및 대학생논문경진대회, 2023

박명수, 피선우, 이병대
"영상의학 판독소견서 해석을 위한 합성 데이터 기반 초거대 언어 모델 개발 및 평가"
한국인터넷정보학회 추계학술발표대회, 2024

권지윤, 노승하, 피선우, 이병대
"프롬프트 기반 딥러닝 모델을 활용한 흉부 방사선 영상 카테터 세그멘테이션 모델"
한국인터넷정보학회 춘계학술발표대회, 2025

International Conference

Jeonghyo Kim, Seungha Noh, Sunwoo Pi, Wonbeen Im, Chanui Hong, Sangjin Kim
"An Algorithm based on Infant Abnormal Posture Detection through AI Pose Estimation"
18th Asia Pacific International Conference on Information Science and Technology (APIC-IST), 2023

Sun-Woo Pi, Myeong-Soo Park, Byoung-Dai Lee
"Enhancing Radiology Report Interpretation with Large-Scale Language Models: A Two-Stage Fine-Tuning Approach"
Proceedings of the 27th International Conference on Advanced Communications Technology (ICACT), 2025

Sunwoo Pi, Seungha Noh, Junhyeon Sim, Byoung-Dai Lee
"Multi-Slice Feature Fusion for Coronary Artery Calcification Segmentation in CT Imaging"
20th Asia Pacific International Conference on Information Science and Technology (APIC-IST), 2025

Seungha Noh, Sunwoo Pi, Junhyeon Sim, Byoung-Dai Lee
"Text-Image Similarity-Guided Prompt Automation for Ultrasound Image Segmentation"
20th Asia Pacific International Conference on Information Science and Technology (APIC-IST), 2025
[Outstanding Paper Award]

International Journals

Sun-Woo Pi, Byoung-Dai Lee, Mu Sook Lee, and Hae Jeong Lee
"Ensemble Deep Learning Networks for Automatic Grading of Osteoarthritis in X-Ray Images of Knees"
Scientific Reports, 13(22887), 2023

Farzeen Khalid Khan, Waleed Bin Tahir, Mu Sook Lee, Jin Young Kim, Shi Sub Byon, Sun-Woo Pi, and Byoung-Dai Lee
"Leveraging Large-Scale Public Data for Artificial Intelligence-Driven Chest X-Ray Analysis and Diagnosis"
Diagnostics, 2026, 16(1), 146

Won-Jun Noh, Sun-Woo Pi, and Byoung-Dai Lee
"Hybrid framework for lesion-aware, clinically coherent chest X-ray report generation using contrastive learning and large language models"
Scientific Reports, 16(4645), 2026


🏆 Awards 🏆

-
NADO MAKER SPACE
인공지능 데이터 구축 해커톤
🏆 5th place (결선) (Jan. 2023)
경기대학교
AI컴퓨터공학 산학협력 프로젝트 경진대회
🥇 대상 (Jun. 2023)
경기대학교
SW상상기업 프로그램 경진대회
🏆 우수 사업계획서상 (Aug. 2023)
경기대학교
SW상상기업 프로그램 경진대회
🥈 우수상 (Nov. 2023)
과학기술정보통신부
공개SW 개발자대회
🥉 큐브리드 대표상(동상) (Dec. 2023)

📜 Certifications 📜

SQL Developer(SQLD) Certificate (Oct. 2021)
정보처리기사 Certificate (Nov. 2023)
TOPCIT Lv.3 Certificate (Nov. 2023)
IITP Korean Software Square Winter 2024 Program Certificate of Merit (Feb. 2024)
2024 스마일게이트 퓨처랩 AI 서비스 위클리톤 Certificate (Jul. 2024)


🌈 Follow Me 🌈


👩‍💻 My GitHub Stats 👩‍💻

github-snake

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  1. Knee-KL-Grade-Classification Knee-KL-Grade-Classification Public

    Classification of Knee KL grades using Ensemble Deep Learning Networks

    Python 4 2

  2. LSTM2023/Infant-Pose-Detection LSTM2023/Infant-Pose-Detection Public

    Real Time Infant Pose Detection with Raspberry Pi's Streaming System

    C++ 1 2

  3. NUSU-Lab/Water-Leak-Detection NUSU-Lab/Water-Leak-Detection Public

    Real Time Water Leaks Detection using ThingSpeak(MATLAB) and Python

    MATLAB 1

  4. Multi-Slice-Feature-Fusion Multi-Slice-Feature-Fusion Public

    Python

  5. AS_Radiomics AS_Radiomics Public

    Python

  6. Study-Summary-Notebooks Study-Summary-Notebooks Public

    My Summary Notebooks for Studying

    Jupyter Notebook

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