AI-Driven Full-Stack Code Generation

I will hand you one consolidated brief requirement Document, that may include sample code snippets, UI mock-ups, sample API, Databased Scheme, and data models. Your job is to drop everything into the AI workflow you already have in place and let the system do the heavy lifting. I expect the tool to:

• Parse the document automatically
• Propose UI/UX improvements (CSS-driven web front end)
• Generate clean, commented code for the entire stack—Python backend, MariaDB/Postgres schemas, API endpoints, async jobs and any required procedures

After the first pass, come back with concise clarification questions so the final output is on target and no rework is needed. The Code development shall have
1. Python Web App
2. DB like MariaDb or PostGres
3. Async Process
4. Data integration API
5. Procedures

Deliverables
1. Ready-to-run codebase (frontend, backend, DB scripts) in a single repository
2. Minimal setup guide and one-click start script or Dockerfile
3. Brief summary of the AI tool’s reasoning for future maintenance

Because speed and budget efficiency are critical, I am specifically looking for someone who has already perfected this AI-assisted pipeline and can prove rapid turnaround rather than building things manually line by line.