webOS Platform Development Support Multimodal Chatbot

Co-op with LG Electronics · May. 2024 – Dec. 2024

• Built RAG-based multimodal chatbot with webOS knowledge base, automating data preprocessing to answering pipeline
• Designed document preprocessing pipeline with markdown conversion, built curated benchmark for performance analysis, implemented reranking to improve answer quality, and delivered API for usability