New York City Metropolitan Area
▪ Designed and Constructed company’s chatbots APIs, developing with FastAPI, fine-tuning with PyTorch on RunPod, storing data in SQL and Pinecone (vectorDB) for backend, and deploying with Docker on Azure (Hosting database server), integrated CI/CD.
▪ Constructed company’s data pipeline API that converts customers' data into structured data storing in SQL database and vector database, leveraging the power of Large Language Models, developed in FastAPI.
▪ Reviewed research papers on large language models’ performance enhancement, applying state-of-the-art techniques, such as in-context learning, fine-tuning, Chain-of-Thoughts, and prompt-engineering, to enhance chatbot interactions on self-constructed testing platform.