Very smart back
Good afternoon, I am looking for an experienced backend developer who can create non-standard solutions, is able to think critically, and suggest the best alternatives. I do not work with agencies, managers, etc., but I can hire a specialist.
Technical specifications:
Preferred technology stack:
Programming language: Python
Framework: FastAPI or Django Rest Framework (preferably FastAPI)
Database: PostgreSQL
Infrastructure: Dedicated server (for example, Hetzner)
File storage: Local storage or integration with external storage (for example, Hetzner Storage Box)
Containerization: Docker
OCR: Google Vision API (preferably), alternatively Tesseract OCR (if budget-saving)
Images and nutrition: Edamam API, Nutritionix API, Spoonacular API
Image generation: OpenAI DALL-E, Stable Diffusion API
Recommendations and ML: Python libraries (scikit-learn, pandas, NumPy) and OpenAI API (GPT-4)
Architecture requirements:
RESTful API
Support for authorization (JWT)
Good scalability
Clear API documentation (Swagger/OpenAPI)
Unit tests for key methods
Setup for backup and monitoring (Prometheus, Grafana)
Implementation stages:
Infrastructure setup (Docker, database on Hetzner)
Implementation of the OCR service
Integration of image and nutrition APIs
Development of a personalized recommendation system
Development of an API for QR codes
Final testing and API documentation
We will start implementing the project on Monday. I need to know your hourly rate, there will also be no project payment.
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