Architected and developed an innovative Digital Person solution for Maryville University that revolutionized online education through natural language understanding and interactive conversational capabilities.
🚀 Core Contributions
🧠 Conversational AI Development
Advanced Chatbot Implementation: Built intelligent models using RASA and Google Dialogflow CX with 98% intent recognition accuracy
Dialogue Management: Created sophisticated conversation flows achieving 95% accuracy in contextual responses
Multi-flow Agent Design: Developed complex conversational pathways for diverse educational scenarios
Custom NLP Model: Implemented specialized spaCy models for enhanced language understanding in educational contexts
🔄 System Architecture & Integration
Cloud-native Design: Architected comprehensive solution on Google Cloud Platform leveraging multiple services
Orchestration Service: Built Node.js/Express.js backend to coordinate conversation models and APIs
LMS Integration: Created seamless embedding within Canvas learning management system
Webhook Development: Implemented Cloud Functions to connect with third-party data sources and APIs
🖥️ User Interface Development
Custom Chatbot Interface: Designed and built React.js components for intuitive student interaction
Educational Context Optimization: Tailored UI/UX specifically for learning experience enhancement