Ray Lu Email & Phone Number

Taipei City, Taiwan

• 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 (reducing model size by 4x) 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.• Setup and Manage Departmental GitLab and Stage server: - Independently setup and deployed the GitLab service on the linux server with Docker-compose. - Developed and implemented automated backup/restore pipeline with shell scripts and airflow DAGs. - Incorporating monitoring tools like Prometheus and Alertmanager for system reliability and automated alert. - Introduce and setup Prometheus into division for monitoring and alert management.

台灣 臺北市

• Developed Retrieval-Augmented Generation product with LangChain and Flask, enhancing document retrieval with OpenAI Embeddings and FAISS, deployed on Google Cloud Platform.• Developed a computer vision solution for ID photo recognition using Pytorch, integrating CNN, ViT, and ResNet models to improve accuracy and efficiency.• Designed and deployed data ETL pipelines with BigQuery and Firestore, optimizing data management and workflow automation on Google Cloud Platform.

台灣 臺北市 台北

• Commercial & Customer platform improvement. • Data ETL with nested SQL query and build the trackable Excel dashboard.

台北

• Implemented and documented manual tests and automatic tests within supply chain web product development.• Data ETL with nested SQL query and build the tracking dashboard with GCP Data Studio.

碩士, 經濟學, Gpa 3.91/4.30

Activities and Societies: 熱舞社Thesis : Improvement and importance indicator analysis on Volatility Forecasting of GARCH Model by Random.

學士, 化學工程及材料工程學系, Gpa 2.85/4.00

Activities and Societies: 熱舞社Required Subjects : Calculus*, Engineering Mathematics* Elective Subjects : French I & II (Department.