RamAI
An application assisting Suffolk University students by providing tools such as an AI chatbot and a library of 1200+ professors.
Overview
RamAI is an AI-integrated application designed specifically for Suffolk University students. It aggregates professor information and provides an intelligent chatbot interface to help students make informed decisions about their courses and instructors.
Key Features
Tech Stack
TypeScript
React
Python
Data Engineering
AI Integration
AuditingChallenges & Learnings
AI Accuracy and Trust
Ensuring the AI chatbot provides accurate information was critical. Extensive auditing and prompt engineering was required to minimize hallucinations and maintain user trust. The backend implements strong filtering and constraints based on planner intents.
Data Representation
Handling edge cases where users ask questions not well-represented in the dataset required careful consideration of how the AI should respond responsibly.
Outcome
The application has been deployed and was tested and used by students with positive feedback since they found it useful. The project provided valuable experience in AI integration, backend engineering, data engineering, and building user-centric applications.
— Montasir