MessageMind
AI analytics platform that imports message data from Snapchat, iMessage, and Instagram for psychological pattern analysis.
Tech stack:
- Python
- HuggingFace
- spaCy
- React
- FastAPI
Problem
Researchers and professionals working with communication analysis spent weeks manually reviewing message histories. The process was time-consuming, subjective, and difficult to reproduce.
Solution
Built a full analytics platform that imports message data from Snapchat, iMessage, and Instagram:
- Personality analysis based on the OCEAN framework
- Sentiment analysis and emotion detection
- Communication style assessment
- Relationship dynamics visualization
- Activity pattern tracking
- Linguistic profile generation
- Asynchronous job queue for handling large datasets
Result
Analyses that previously required weeks of manual work can now be completed in minutes with consistent and reproducible results.