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@Agarang @Gen-AI-Back-to-the-Space @SPS-KoreaUniv @TeletoVision

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YUL-git/README.md

๐Ÿค— Ham Ji Yul ๐Ÿค—

Hits

๐Ÿ’๐Ÿปโ€โ™‚๏ธ About me

  • My MBTI is ENFP/INFP โœจ
  • I like basketball ๐Ÿ€
  • I want to be AI researcher ๐Ÿงช

๐Ÿ”Ž Research Interest

  • Vision-Language Models
  • Visual Anomaly Detection
  • Multimodal Representation Learning

๐Ÿ“ซ Contact & Tech Blog

โš’๏ธ Skillset

Key Tools


Collaborate Tools


MLops Tools


๐Ÿ‘จ๐Ÿปโ€๐Ÿ”ฌ Research

PERIOD TITLE ์„ค๋ช…
2024.07.01~
2025.06.31
์ง€๋Šฅํ˜• ๋น„์ „ ๊ฒ€์‚ฌ ์‹œ์Šคํ…œ์„ ์œ„ํ•œ ๋‹ค์ฐจ์› ์ด๋ฏธ์ง€ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜
๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ ๋จธ์‹ ๋น„์ „ ๊ธฐ์ˆ  ๋ฐ ์˜์‚ฌ๊ฒฐ์ • ์ง€์› ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ
ํ•œ๊ตญ์—ฐ๊ตฌ์žฌ๋‹จ
์„์‚ฌ๊ณผ์ •์žฅ๋ ค์ง€์›์‚ฌ์—…
2024.04.18~
2024.10.16
2024 The 15th International Conference on ICT Convergence CODE
ETRI ๋…ผ๋ฌธ๊ฒฝ์ง„๋Œ€ํšŒ
2024.05.31~
2024.10.31
๋Œ€๊ทœ๋ชจ Multimodal AI๋ชจ๋ธ์„ ์ด์šฉํ•œ ์˜์ƒ ๊ฒ€์ƒ‰ ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ ๐Ÿ“บ Blog ๐Ÿ“บ
Team Space
Project Intro
2023.06.26~
2024.02.01
A Study on Traffic Vulnerable Detection Using Object Detection-Based Ensemble and Yolo CODE
ํ•œ๊ตญ์ปดํ“จํ„ฐ์ •๋ณดํ•™ํšŒ๋…ผ๋ฌธ์ง€
2023.08.07~
2023.08.28
LTSF-Linear Model Incorporating Future, Past, and Static Covariates CODE
2023.06.26~
2023.08.14
Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection Paperwithcode Contribution

โœจ Experience

PERIOD TITLE ์„ค๋ช…
2024.07.01~
2024.08.28
LG AI ์—ฐ๊ตฌ์› ์ฃผ๊ด€ LG Aimers 5๊ธฐ ์ง„ํ–‰์ค‘
2024.05.31~
2024.10.31
SKT ์ฃผ๊ด€ SKT AI Fellowship 6๊ธฐ ์ง„ํ–‰์ค‘
2024.01.02~
2024.02.28
LG AI ์—ฐ๊ตฌ์› ์ฃผ๊ด€ LG Aimers 4๊ธฐ ์ˆ˜๋ฃŒ
2023.07.01~
2023.09.18
LG AI ์—ฐ๊ตฌ์› ์ฃผ๊ด€ LG Aimers 3๊ธฐ ํ™œ๋™ ๋‚ด์šฉ/ ๊ณต์‹์‚ฌ์ดํŠธ
2023.06.26~
2023.09.01
SKT ์ฃผ๊ด€ SKT FLY AI 3๊ธฐ ์ˆ˜๋ฃŒ์ฆ, ์ƒ์žฅ/ํ™œ๋™ ๋‚ด์šฉ/ ๊ณต์‹์‚ฌ์ดํŠธ
2023.05.01~
2023.06.02
๋„ค์ด๋ฒ„ ์ปค๋„ฅํŠธ์žฌ๋‹จ ๋ถ€์ŠคํŠธ์ฝ”์Šค ์ฝ”์นญ์Šคํ„ฐ๋”” 10๊ธฐ ๋ฆฌ๋” ์ˆ˜๋ฃŒ์ฆ ๋ฐ ํ™œ๋™ ๋‚ด์šฉ
2023.01.02~
2023.03.26
LG AI ์—ฐ๊ตฌ์› ์ฃผ๊ด€ LG Aimers 2๊ธฐ ์ˆ˜๋ฃŒ์ฆ ๋ฐ ํ™œ๋™ ๋‚ด์šฉ/ ๊ณต์‹์‚ฌ์ดํŠธ
2022.12.13~
2022.12.31
๋„ค์ด๋ฒ„ ์ปค๋„ฅํŠธ์žฌ๋‹จ ๋ถ€์ŠคํŠธ์บ ํ”„ AI Tech 5๊ธฐ Pre-Course ์ˆ˜๋ฃŒ์ฆ

๐Ÿ† AI Challenge & Projects

๐Ÿค—[Proceeding] in 2024 ETRI Self-Improving Artificial Intelligence Competition(07/29~09/11)

๐Ÿค—[Proceeding] in 2024 The 15th International Conference on ICT Convergence(04/18~10/16)

๐Ÿค—[Proceeding] in 2024 LG Electronics Vehicle component Solutions AI Challenge(08/01~08/28)

๐Ÿฅ‡[1st Place] in 2023 LG Display Quality Classification AI Challenge

Task: classify the product quality using tabular data from the LG display factory
repo link | Korean Economy News | School News

๐Ÿฅˆ[2nd Place] in 2023 SKT FLY AI Challenge

Task: Baby face generation service using 3D stereoscopic ultrasound to alleviate psychological issues for pregnant women
Team Space | SKY FLY AI News | School News

๐Ÿฅ‰[3rd Place] in 2023 HD AI Challenge

Task: Prediction of Construction Equipment Operating Weight
School News

๐Ÿฅ‰[3rd Place] in 2023 SKT & Hana Bank Tech4Good AI Challenge

Task: Emotional Training Services for Autism Spectrum Disorders
SKT-Hana News

๐Ÿฅ‰[3rd Place] in 2023 AI vs Human Text Detection Hackathon

Task: AI vs Human Text Detection CODE

๐Ÿฅ‡[1st Place] in 2022 Kangnam Univ AI Challenge

Task: utilization of yolo v5 to reduce pedestrian accidents for the disabled
repo link | news

๐ŸŽ–[Top 2%] in 2024 LG Online Channel Product Sales Forecast AI Online Hackathon

Task: Online Channel Product Sales Forecast

๐ŸŽ–๏ธ[Top 1%] in 2023 Dacon Book Recommendation AI Challenge

Task: Book recommendation system using books and user information

๐ŸŽ–๏ธ[Top 6%] in 2023 AI Factory AI Spark Challenge

Task: classify the air compressor abnomalities
repo link

๐Ÿ‘จ๐Ÿปโ€๐ŸŽ“[Graduation Works] in 2023 Capstone Design Project

Task: Transformer-Based AI PDF Paper English Machine Translation Model
repo link

๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป Algorithms Ranking

Solved.ac Profile

Pinned Loading

  1. Agarang/AI Agarang/AI Public

    Jupyter Notebook 1

  2. MemAE MemAE Public

    Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection

    Python 5

  3. awesome-industrial-anomaly-detection awesome-industrial-anomaly-detection Public

    Forked from M-3LAB/awesome-industrial-anomaly-detection

    Paper list and datasets for industrial image anomaly/defect detection (updating). ๅทฅไธšๅผ‚ๅธธ/็‘•็–ตๆฃ€ๆต‹่ฎบๆ–‡ๅŠๆ•ฐๆฎ้›†ๆฃ€็ดขๅบ“(ๆŒ็ปญๆ›ดๆ–ฐ)ใ€‚

    1

  4. Real3D-AD Real3D-AD Public

    Forked from M-3LAB/Real3D-AD

    [NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.

    Python 1

  5. 3D-ADS 3D-ADS Public

    Forked from eliahuhorwitz/3D-ADS

    Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper.

    Python 1