Credits

- Developed core agent logic and algorithms. - Scaled and optimized the database. - Updated and enhanced the document ingestion pipeline. - Integrated a tool-calling mechanism into the agent system.

- Lead engineer for the Next.JS web frontend, responsible for interface design and continuous integration. - Designed the SQL agent and the accompanying PostgreSQL database schema. - Developed a locally-run document ingestion solution for extracting structured information.

- Managed backend deployment, including the transition from Flask backend to Django with NetID-based authentication, unified PostgreSQL database and implemented task automation using Celery. - Developed and integrated speech-to-text functionality for frontend and backend. - Working on evaluation.

- Implemented database monitoring and performance diagnostics to ensure system stability and enable iterative optimization. - Optimized data ingestion, filtering, and storage pipelines to improve reliability and stability of the ChatDKU database. - Enhanced agent intelligence by investigating and integrating new features and retrieval mechanisms.