DSCI 351 - Introduction to Foundations of Data Management

DSCI 551 - Foundations of Data Management

• Led efforts to develop end-to-end solutions for knowledge delivery from background corpus, integrating retrieval and generation

techniques using Linux, Llama2, GPT, LangChain and Mistral.

• Improved raw search and incorporated user context, enhancing search relevance, pinpointing results akin to QA surpassing traditional

passage retrieval using Large Language Models (LLM) and Retrieval Augmented Generation (RAG).

• Spearheaded research on state-of-the-art retrieval-augmented text generation & dense passage retrieval techniques.