Cloud-Based Prediction System Developer (Python, FastAPI, AWS/GCP)

I am looking for a highly skilled developer to build and deploy a cloud-based prediction system with the following features:

✅ Backend: Python (FastAPI)
✅ Database: Cloud-based (Firestore, DynamoDB, or similar) with fast indexing
✅ Frontend: Simple UI with an input form and search functionality
✅ Search & Prediction: Locate a 49-component sequence, extract the next 7 components, and categorize them as HOME, AWAY, or DRAW
✅ Deployment: Cloud hosting on AWS, Google Cloud, or Heroku

Requirements:
• Strong expertise in Python & FastAPI
• Proficiency in NoSQL databases like Firestore, DynamoDB, or MongoDB
• Hands-on experience with cloud deployment using AWS Lambda, Google Cloud Run, or Heroku
• Competence in API development and integration with a simple frontend.

Key Info:
- Timeline: The product should be built and deployed within 1 month.
- Application Instructions: Provide your experience with FastAPI & cloud databases alongside links to past projects where possible. Also include your estimate regarding cost and delivery time.
- Special Note: Standout features shall prioritize developers showcasing relevant domain expertise demonstrated through portfolio proofs.