The Partner Assessment Tool project was developed to address the need for accessible, confidential relationship guidance in an increasingly complex social landscape. Utilizing psychological assessment principles and character-driven insights, this full-stack web application provides users with personalized relationship evaluations while maintaining complete anonymity and privacy.

• Full-Stack Development: Built a comprehensive web application using React for the frontend and Node.js/Express for the backend, demonstrating proficiency in modern JavaScript development across the entire technology stack.

• User Experience Design: Created an intuitive, multi-stage assessment flow that guides users through demographics collection, relationship evaluation questions, and personalized results delivery, ensuring a smooth and engaging user experience.

• AI-Powered Analysis: Integrated Large Language Models (OpenAI GPT and Claude) to generate personalized, nuanced relationship insights based on user responses, creating dynamic and contextually relevant assessment results that go beyond static templates.

• Character-Based Results System: Implemented a sophisticated results generation engine that delivers insights through relatable character personas, making complex relationship dynamics more accessible and actionable for users.

• LLM Integration: Leveraged advanced AI models to analyze response patterns and generate tailored recommendations, demonstrating proficiency in working with modern AI APIs and prompt engineering for psychological assessment applications.

• Privacy-First Architecture: Developed a session-based system that processes assessments without storing personal data, ensuring complete user anonymity while maintaining functionality through temporary session management.

• Responsive Web Design: Engineered a mobile-first, responsive interface that provides consistent functionality across all devices, from smartphones to desktop computers.

The culmination of this project is a professional-grade relationship assessment platform that combines psychological insights with modern web technology. Users can complete a confidential evaluation that analyzes their relationship patterns and receives personalized feedback delivered through engaging character personas. The application features real-time processing, secure session management, and a clean, trustworthy interface that encourages honest self-reflection.

The tool not only provides valuable relationship insights but also demonstrates advanced full-stack development capabilities, including API design, state management, AI integration, and deployment strategies. By combining assessment psychology with modern web development practices and cutting-edge AI technology, the application serves both as a functional tool for relationship guidance and a showcase of comprehensive technical skills including Large Language Model integration and prompt engineering.

Access the application: https://partner-assessment-tool.netlify.app/

• Frontend: React 18 with modern hooks, responsive CSS, and comprehensive testing suite
• Backend: Node.js/Express API with session management and secure data processing
• AI Integration: OpenAI GPT and Claude APIs for dynamic content generation and personalized insights
• Deployment: Multi-platform deployment using Netlify (frontend) and Railway (backend)
• Architecture: RESTful API design with privacy-focused, database-less session handling