CFD Image Compression AutoEncoder

I need an AutoEncoder specifically designed for compressing Computational Fluid Dynamics (CFD) images and making predictions based on them.

Key Requirements:
- Primary application: Image compression and prediction
- Type of data: CFD images
- Output format: To be determined (preferably JPEG, PNG, or TIFF)

Ideal Skills and Experience:
- Proficiency in deep learning and neural networks
- Experience with AutoEncoders, especially for image processing
- Knowledge of CFD data and its intricacies
- Familiarity with image output formats and conversion

Please share your relevant experience and proposed approach.