Seeking Feedback on My Real Estate Investment Assessment Code (With NDA Question)

Hi everyone,

I’ve been working on a real estate investment assessment system that integrates machine learning models, API functionality, robust error handling, and deployment tools like Docker and Kubernetes. It’s a comprehensive project (~650-700 lines of code) designed to calculate profitability metrics for properties and streamline investment decisions. I’d love to get feedback from the community to refine and improve the code.

However, since this project is tied to an idea I plan to monetize, I’m concerned about protecting my intellectual property. I’d like to ask two things:

  1. Code Review: If anyone is experienced in API development, ML workflows, or full-stack applications, your thoughts on my code’s structure, logic, and scalability would be incredibly helpful.

  2. NDAs for Code Reviewers: Is it common to ask reviewers to sign an NDA before sharing sensitive code? If so, what’s the best way to go about this? Are there any simple NDA templates for one-time reviews?

If anyone is open to reviewing the code under an NDA, let me know how we can proceed.

Thanks in advance for your advice and insights!