Full-Stack Developer for Custom Nutrition App

I'm in search of a talented full-stack developer with a knack for creating interactive web applications. This project focuses on building a nutrition-centric app that will automatically generate meal recommendations based on user inputs.

Key Aspects of the Project:
- The app will consider user dietary preferences, health goals, and grocery lists in its meal suggestions.
- It will need to provide personalized meal recommendations, taking into account individual dietary restrictions and allergies.

Ideal Skills and Experience:
- Proven experience in full-stack development, with a portfolio of similar projects.
- Strong understanding of data integration and AI implementation.
- Ability to work under an NDA and respect confidentiality.

This is a short-term project, but there is potential for ongoing work if the project is successful and meets our expectations.

Key Requirements:
Backend Development:
o Proficiency in Python with frameworks like Flask or FastAPI.
o Strong experience with APIs and database integration (e.g., PostgreSQL, SQLite).
o Understanding of dietary/nutrition-related calculations is a bonus.

Frontend Development:
o Experience in creating responsive, user-friendly interfaces using React.js, Streamlit, or similar.
o Strong skills in HTML, CSS, and JavaScript.

AI Integration:
o Experience with GPT-4/OpenAI API or similar for dynamic content generation.
o Ability to work with prompt engineering and fine-tune AI behavior.

Nutrition Database Integration:
o Experience with APIs like USDA, Nutritionix, or manual database structuring.

Testing & QA:
o Ability to ensure accuracy and reliability of macro/nutrition calculations.

Deployment:
o Familiarity with cloud hosting platforms (e.g., Heroku, AWS, Google Cloud).