MoodMate
2025
Full-stack mental wellness app offering AI-driven insights based on journal entries.
PythonFastAPIMLflowPyTorchBERTGemini API
MoodMate is a full-stack mental wellness application that offers AI-driven insights and suggestions based on a user's journal entries, addressing the challenge of inaccessible therapy.
I designed the backend with FastAPI and MLflow, integrating a BERT text-classification model to extract emotion tags from entries, then used Google's Gemini API to generate personalized insights and feedback.
Highlights
- Designed the backend with FastAPI and MLflow, integrating a BERT model for emotion extraction.
- Leveraged Google's Gemini API for personalized insights and feedback.