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Open Source & SystemsCompletedML-Powered Assessment Platform
PsycheQuiz
Flask-based mental health assessment platform with ML-powered emotional analysis, dynamic scoring logic, and actionable recommendations.
The Challenge
Mental health assessment tools are often clinical and inaccessible. There was a need for an approachable, data-driven platform that provides meaningful insights.
Engineering Solution
Built an ML-driven assessment platform with Flask, featuring dynamic scoring, classification algorithms, and privacy-focused design.
Technologies Used
PythonFlaskMachine Learningscikit-learnREST APIs
Key Deliverables & Architecture
- ML-driven emotional analysis
- Dynamic scoring and classification algorithms
- Flask REST API backend
- Privacy-focused design with no persistent storage of personal evaluations