I design, optimize, and deploy AI models as scalable, production-ready services.
Focused on model serving, inference optimization, and system-level integration.

• PyTorch
• LSTM / CNN
• Model Quantization
• ONNX

• FastAPI
• REST API
• Async Processing
• Logging System

• Docker
• AWS EC2
• GitHub Actions

• C / C++
• Linux
• fork / exec / pipe
• Process Management

• AI Model Serving Platform – FastAPI + Docker 기반 모델 서빙 시스템
• MLOps Automation Pipeline – 자동 학습 및 모델 버전 관리 시스템
• Linux Task Manager – fork/exec 기반 프로세스 관리 프로그램
• Sports Motion Analysis AI – LSTM 기반 동작 분석 모델

• AI Inference Optimization
• Scalable API Architecture
• MLOps & Automation
• AI + System Integration

📧 hoho990312@naver.com