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sunwxxpi/README.md

Sunwoo Pi

πŸ‘¨β€πŸ’» AI Engineer @ ICTWAY


πŸ’» Β  Tech Stack Β  πŸ’»

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🏒   Experience   🏒

B.S, Computer Engineering, Kyonggi Univ. (Mar. 2018 - Feb. 2024)
AI R&D Internship, (μ£Ό)ν—¬μŠ€ν—ˆλΈŒ (Jul. 2023 - Aug. 2023)
2023 SW인재 νŽ˜μŠ€ν‹°λ²Œ, κ²½κΈ°λŒ€ν•™κ΅ λŒ€ν‘œ (Nov. 2nd 2023 - Nov. 4th 2023)
AI R&D Internship, (μ£Ό)Visualsyn(λΉ„μ£Όμ–Όμ‹ ) (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, (μ£Ό)아이씨티웨이 (Jan. 2026 - )


πŸ“° Β  Papers Β  πŸ“°

Domestic Conference

ν”Όμ„ μš°, μ΄λ³‘λŒ€
"λ”₯λŸ¬λ‹κ³Ό 앙상블 기법을 μ΄μš©ν•œ 무릎 κ³¨κ΄€μ ˆμ—Ό 쀑증도 μžλ™ λΆ„λ₯˜"
ν•œκ΅­μΈν„°λ„·μ •λ³΄ν•™νšŒ μΆ˜κ³„ν•™μˆ λ°œν‘œλŒ€νšŒ, 2023

ν™μ°¬μ˜, κΉ€μ •νš¨, λ…ΈμŠΉν•˜, μž„μ›λΉˆ, ν”Όμ„ μš°, 김상진
"인곡지λŠ₯ 기반의 슀마트 μœ‘μ•„ μ–΄ν”Œλ¦¬μΌ€μ΄μ…˜ μ‹œμŠ€ν…œ 연ꡬ 개발"
ν•œκ΅­μ •λ³΄κΈ°μˆ ν•™νšŒ ν•˜κ³„μ’…ν•©ν•™μˆ λŒ€νšŒ 및 λŒ€ν•™μƒλ…Όλ¬Έκ²½μ§„λŒ€νšŒ, 2023

λ°•λͺ…μˆ˜, ν”Όμ„ μš°, μ΄λ³‘λŒ€
"μ˜μƒμ˜ν•™ νŒλ…μ†Œκ²¬μ„œ 해석을 μœ„ν•œ ν•©μ„± 데이터 기반 μ΄ˆκ±°λŒ€ μ–Έμ–΄ λͺ¨λΈ 개발 및 평가"
ν•œκ΅­μΈν„°λ„·μ •λ³΄ν•™νšŒ μΆ”κ³„ν•™μˆ λ°œν‘œλŒ€νšŒ, 2024

κΆŒμ§€μœ€, λ…ΈμŠΉν•˜, ν”Όμ„ μš°, μ΄λ³‘λŒ€
"ν”„λ‘¬ν”„νŠΈ 기반 λ”₯λŸ¬λ‹ λͺ¨λΈμ„ ν™œμš©ν•œ 흉뢀 방사선 μ˜μƒ μΉ΄ν…Œν„° μ„Έκ·Έλ©˜ν…Œμ΄μ…˜ λͺ¨λΈ"
ν•œκ΅­μΈν„°λ„·μ •λ³΄ν•™νšŒ μΆ˜κ³„ν•™μˆ λ°œν‘œλŒ€νšŒ, 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


πŸ† Β  Awards Β  πŸ†

NADO MAKER SPACE
인곡지λŠ₯ 데이터 ꡬ좕 해컀톀
πŸ† 5th place (κ²°μ„ ) (Jan. 2023)
κ²½κΈ°λŒ€ν•™κ΅
AI컴퓨터곡학 μ‚°ν•™ν˜‘λ ₯ ν”„λ‘œμ νŠΈ κ²½μ§„λŒ€νšŒ
πŸ₯‡ λŒ€μƒ (Jun. 2023)
κ²½κΈ°λŒ€ν•™κ΅
SW상상기업 ν”„λ‘œκ·Έλž¨ κ²½μ§„λŒ€νšŒ
πŸ† 우수 μ‚¬μ—…κ³„νšμ„œμƒ (Aug. 2023)
κ²½κΈ°λŒ€ν•™κ΅
SW상상기업 ν”„λ‘œκ·Έλž¨ κ²½μ§„λŒ€νšŒ
πŸ₯ˆ μš°μˆ˜μƒ (Nov. 2023)
κ³Όν•™κΈ°μˆ μ •λ³΄ν†΅μ‹ λΆ€
곡개SW κ°œλ°œμžλŒ€νšŒ
πŸ₯‰ νλΈŒλ¦¬λ“œ λŒ€ν‘œμƒ(동상) (Dec. 2023)
MICCAI 2025
Grand Challenge: ToothFairy3
πŸ† 6th place (κ²°μ„ ) (Sep. 2025)

πŸ“œ Β  Certifications Β  πŸ“œ

SQL Developer(SQLD) Certificate (Oct. 2021)
μ •λ³΄μ²˜λ¦¬κΈ°μ‚¬ Certificate (Nov. 2023)
TOPCIT Lv.3 Certificate (Nov. 2023)
IITP Korean Software Square Winter 2024 Program Certificate of Merit (Feb. 2024)
2024 슀마일게이트 ν“¨μ²˜λž© AI μ„œλΉ„μŠ€ μœ„ν΄λ¦¬ν†€ Certificate (Jul. 2024)


🌈   Follow Me   🌈

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πŸ‘©β€πŸ’» Β  My GitHub Stats Β  πŸ‘©β€πŸ’»

GitHub README Stats GitHub README Streak 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 6 2

  2. Dual-Input-Fusion-Classification Dual-Input-Fusion-Classification Public

    Classification of Breast Cancer Strain Elastography Score using Multi Input Fusion Networks

    Python

  3. Multi-Slice-Feature-Fusion Multi-Slice-Feature-Fusion Public

    MSFFM: a plug-and-play attention module that restores inter-slice continuity for 2.5D coronary artery calcification segmentation in CT

    Python

  4. AS_Radiomics AS_Radiomics Public

    Python

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

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

    C++ 1 2

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

    My Summary Notebooks for Studying

    Jupyter Notebook