AI Reflection Engine 6 Full-Stack Application (In Progress)
Building a serverless full-stack application to analyze journal entries and detect emotional patterns over time using AWS. Designed DynamoDB schema optimized for time-based querying of user entries and trend analysis. Implemented initial API endpoints using AWS Lambda and API Gateway for journal submission and retrieval. Integrating AWS Comprehend for sentiment analysis and developing a custom pattern detection engine to identify mood trends and recurring themes. Developing weekly aggregation workflows to generate personalized reflection summaries and insights. Creating an interactive dashboard using React to visualize mood trends and surface user-specific insights.
