ML API Integration

I'm seeking an adept specialist in TensorFlow for the creation and integration of a Machine Learning API. The focus will be particularly on crafting a strong system for recommendations.

Key Details:

- Framework Utilization: The API needs to be integrated with TensorFlow.
- TensorFlow Focus: The specific TensorFlow feature of interest is its capacity for forming recommendations.
- Model Training: Despite the availability of pre-trained models, the requirement in this context is to train models from scratch.

Ideal Skills & Experience:

- Profound knowledge of TensorFlow
- Comprehensive understanding of machine learning algorithms, with a focus on recommendation systems.
- Strong background in creating and integrating APIs.
- Previous experience in training ML models from scratch.

My goal is to produce a system that offers solid recommendations via an efficiently integrated API. The expert handling this should be comfortable working with TensorFlow and have a demonstrable history of working with machine learning models from scratch.