Trend Prediction via Data ML Model

I'm in need of a machine learning prediction model that forecasts future trends using text data. The project should encompass the development of a microservice, and the integration of explainability and interpretability features. Additionally, the model should support batch serving.

Ideal candidates for this project should have:

- Proficiency in machine learning and predictive modeling
- Experience with microservice implementation
- Skills in adding explainability and interpretability to models
- Capability of designing models for batch serving

While I have a preference for certain frameworks, I'm open to your expertise guiding the choice. Please provide examples of similar projects you've completed in your proposal.