AI Engineer in game industry.
- Led the development of an AI-driven translation system using React.ts for frontend and FastAPI with Redis for backend services, achieving significant performance enhancements through Advanced Weight Quantization and vLLM for faster inference.
- Designed and implemented a Retrieval-Augmented Generation (RAG) system utilizing Flask, AWS SDK, and LangChain, focusing on backend optimizations for improved chatbot functionality and document management.
- Led the setup and management of a departmental GitLab server using Docker-compose, implementing automated backup mechanisms with Airflow and enhancing system stability through monitoring and alerting with Prometheus and Alertmanager, including notifications via Telegram.
