김성연 Email & Phone Number

About Me:I am a data enthusiast passionate about leveraging machine learning, deep learning, and data analytics to uncover insights and solve real-world problems. With a background in artificial intelligence development and hands-on experience in data analysis, I am keen to contribute to innovative projects and drive impactful results. My interests span across global data trends, machine learning applications, and MLOps, and I am committed to continuous learning and growth in the field.Experience:AI Developer Training Program Graduate • Completed an AI developer training program focusing on practical skills. • Mini Project: Developed a machine learning-based location selection project. • Industry Project: Worked on an anti-money laundering project using trade documents.Undergraduate Intern, DILAB, Chung-Ang UniversityAug 2022 - Apr 2023 • Participated in various research projects, including: • Nearsightedness progression prediction (data analysis and preprocessing). • Survival analysis project with Boramae Hospital (data analysis and preprocessing). • Cancer prognosis prediction competition (data analysis, preprocessing, and modeling). • Emergency classification modeling for pediatric emergency patients (data analysis, validation, and modeling).AIFFEL Research Course Participant • Conducted research and developed models in ML/DL, including: • Developed Korean chatbot and translation models from scratch. • Built prediction models using MLOps tools such as Docker, FastAPI, and Uvicorn. • Completed several projects, including: • Korean threat conversation classification. • Disease prediction and hospital recommendation.Project Experience: • Developed an emergency conversation classification model. • Contributed to a dress sketch project using generative AI. • Created a guardian safety service for nursing homes.Certifications: • Big Data Analytics Engineer • AICE Associate

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