Sumin Yang Email & Phone Number

ML Engineer with Data Analysis, Modeling, Seving[근무경력 / Work Experience]SK Hynix Machine Learning Engineer 2022.08 ~KT Machine Learning Engineer 2020.03~2022.07KT Network Engineer 2017.01~2020.02[프로젝트이력 / Project History]ㅇGenerative AI(LLM/NLP) Application Development Project - LLM RAG Pipeline & VectorDB ETL Pipeline Development - LLM Serving API Development using FastAPI / vLLM - Dockerizing & CI/CD Pipeline DevelopemntㅇDRAM VOID Defect Detection Algorithm project - Void Defect Detect Image Processing AI Modeling (based on YOLO Object Detection) - Void Defect Anomaly Detection AI Modelimg(based on AnoGAN) - Skills : PyTorch, OpenCV, Object Detection(YOLO), Anomaly Detection(GAN/U-Net), FastAPI, KubeFlowㅇ무선 코어망 장애이상징후 탐지 및 장애원인 분석 AI 프로젝트(Mobile Core Network Failure Anomaly Detection and Root Cause Analysis AI Modeling) - Time Series Anomaly Detection Modeling - API Backend server Development for model serving(Django) - Skills : Keras, Anomaly Detection(Auto Encoder), Django, SQL ㅇ위성지도 기반 태양광 사업대상 선정 AI 프로젝트(Building Detection for solar panel install proposal at satelite map with object detection) - Object Detection/Image Segmentation Modeling - API Backend server Development for model serving(Django) - Skills : Keras, Objecct Detection(Faster RCNN), Image Segmentation(Mask RCNN), Djangoㅇ언론기사 동향 모니터링 AI 프로젝트(News and Major SNS Monitoring and Sentiment Analysis AI Project) - NLP Classification Modeling(Transformer Model) - API Backend server Development for model serving(Flask) - Skills : Keras, NLP(Transformer), Flask, Python[주 사용 기술스택/Major Using Tech Stack]ㅇ Modeling : TensorFlow, Keras, Pytorch, Scikit-Learnㅇ Backend : Python Django, Flask

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  Kwangwoon University

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