For a research university client, we developed a suite of tools to acquire text and media from a social network. Ingested into an SQL database. Applied linguistic analysis and LLMs to categorize types of speech based rhetoric analysis theory to address research questions.

This ongoing project aims to address the use of large language models (LLMs) to assist instructors in developing innovative teaching methodologies in academic settings . We use RAG/LangChain to investigate the use of commercial and Open Source LLMs for teaching, grading and creating course materials for higher education 

We designed and deployed an interactive 3D simulator to collect information about shopping behavior in an online store. The simulator was integrated with Qualtrics and enabled the researchers to track real time respondent reactions to a 3D environment, including their interactions with virtual products and processing their purchases.

Ingesting data from older multi-format and unstructured databases. Creating a system to provide modern access interface based on open standards.