- Storage technology selection
- Data pipeline design
- Data processing solution design
- Data Warehousing & Processing Migration
- Storage system implementation
- Pipeline Building & Operationalization
- Processing infrastructure implementation
- Pre-built ML models as a service
- ML pipeline deployment
- Training & serving infrastructure selection
- ML model measurement, monitoring & troubleshooting
- Security & compliance design
- Scalability & efficiency assurance
- Reliability & fidelity assurance
- Flexibility & portability assurance