yapyap is a community-driven anonymous journalling social media app, placing value on the subtlety of online interpersonal connections, where people can be their authentic selves.
This is the winning project of the Community and Connection Track and Best Design Award of nwHacks 2024. I created the AI model to analyze sentiments, and co-developed the frontend.
- Frontend: React Native, Expo
- Backend: Amazon API Gateway, AWS Lambda, MongoDB Atlas
- ML Model: Bidirectional RNN made with TensorFlow
- Create a notifications screen
- Analyzing a broader range of emotions, because humans are complex
- Improve the AI agent to provide customized responses to journal entries