2025.04 - 2025.08 AI Engineer — Far Island Company, Seoul, Korea

• Built and optimized computer vision models for classification, detection, segmentation, and tracking using PyTorch, OpenCV, CNN/RNN, and U-Net.
• Converted models to ONNX and TensorRT, applying CUDA optimization and FP16/INT8 quantization for faster GPU inference.
• Managed dataset preparation, including annotation, augmentation, and cleaning, and tracked experiments using MLflow.
• Packaged and deployed real-time inference pipelines with Docker and integrated LLM tools for internal automation.

2023.12 - 2025.03 Software Engineer Researcher — Robotics Lab, Sejong University, Seoul

• Supported experiments with data preparation, model testing, and implementation of research ideas.
• Reviewed academic papers and summarized key findings for lab discussions.
• Worked on ML/CV projects including image classification and feature extraction using Python and PyTorch.
• Assisted ongoing research through dataset preparation, preprocessing, and model evaluation.

2025.07.01 - 2025.07.05 Automation Engineer (n8n Workflows) — Us:Code Hackathon, Daegu, Korea

• Led a multidisciplinary team to build U-Insight, an AI-powered civic reporting platform with real-time analysis and automated processing.
• Oversaw product planning and backend development, integrating FastAPI, database logic, and n8n automation workflows.
• Coordinated all tasks—including backend, UI/UX flow, and presentation delivery—within a strict 5-day deadline and presented the final product to judges.

2024 - Present Member of Free Code Camp Seoul Coding Meetup.

• Actively participate in collaborative coding sessions, technical discussions, and hands-on workshops.
• Engage with a diverse community of developers, enhancing programming skills and sharing knowledge on various topics.
• Contribute to open-source projects and initiatives driven by the Free Code Camp community.