Experience
AI Engineer Associate
LG CNS
Apr 2026 – Present
Seoul, South Korea
- Building and deploying AI Agent models and MCP servers for enterprise use cases
- Creating automation workflows integrating LLMs into business processes
- Cleaning and preprocessing data for AI pipelines; team of ~30 engineers
Global Intern — AI Analytics Team
LG CNS
Jul 2025 – Aug 2025
Seoul, South Korea
- Built and optimized web interfaces with React, Next.js, TypeScript
- Supported Docker-based deployment and containerization
- Researched LLM deployment and integration into enterprise systems
Backend Engineer, R&D
Skapi
Mar 2024 – Jun 2025
Seoul, South Korea
- Designed and optimized backend features in Python and Node.js on AWS
- Implemented new functionalities and resolved critical bugs
- Authored comprehensive technical documentation
Computer Vision R&D Intern
4S Mapper
Jan 2024 – Feb 2024
Seoul, South Korea
- Built image recognition model with YOLOv8 for bicycle and helmet detection
- Developed Python system to process drone data for speed calculations
Customer Success
Hostinger
Feb 2020 – Oct 2020
Brazil (Remote)
- Technical support: DNS, SSL, cPanel, TCP/IP, HTTP, FTP configurations
- Resolved complex hosting and server issues for international clients
Education & Skills
Yonsei University
B.Eng. Civil & Environmental Engineering
+ Linked Degree in Artificial Intelligence (K-Water Program)
Mar 2022 – Feb 2026
- Global Korea Scholarship (GKS) — fully funded by Korean government
- Capstone: LSTM + XGBoost for River Water Level Prediction
- Excellence Award Scholarship — 1st, 3rd, and 4th semesters
Skills
PythonTypeScriptJavaScriptReactNext.jsNode.jsLLM SystemsAI AgentsMCP ServersYOLOv8Computer VisionPrompt Engineeringn8nREST APIsDockerAWSSQLiteGitGitHubTechnical DocsDNS & SSL
Languages
PortugueseNative
EnglishFull Professional
KoreanAdvanced (TOPIK II Lvl 5)
SpanishLimited Working
Certificates
CS50 Python — Harvard University
Ready Player 50: Prompt Engineering — Harvard University
TOPIK Level 5 (TOPIK II) — NIIED
Strategic Planning — Coursera/Udemy