Summary
Contributed to the development of AI-driven solutions for educational technology, focusing on enhancing user experience and optimizing student-college matching processes.
Highlights
Developed and deployed an AI-powered chatbot leveraging GPT-3.5 and Retrieval-Augmented Generation (RAG) to deliver highly accurate and contextually relevant responses, reducing query resolution time.
Engineered an intuitive Streamlit web application, significantly enhancing user experience and accessibility for the chatbot, resulting in seamless user interaction.
Designed and implemented an intelligent recommendation engine, optimizing student-college matching by analyzing individual preferences, comprehensive college descriptions, and mentor guidance call transcripts.