DE&A - AIML - Machine Learning - Python

Core TechnologiesFrontend

• TypeScript: TypeScript, including generics and advanced types
• React: React 18+, including hooks and context API
• Tanstack: React Query, TanStack Table, TanStack Router
• Frameworks: MUI, Vite

Backend

• Python: Python 3.10+, especially packaging and distribution
• FastAPI: FastAPI, including dependency injection and background tasks
• Database: SQLAlchemy
• SQL: Intermediate SQL, can write complex queries without using ORM
• Testing: Pytest, including fixtures and mocking. Data driven testing
• Pydantic: Pydantic, including advanced features like custom validators

Tools

• Version Control: Git, including branching strategies and rebasing