Predictive Analytics Consultant
- Architect and deploy MLOps pipelines
- Automate training deployment retraining inference
- Build test validate maintain machine learning models
- Conduct model validation performance testing compliance maintenance
- Create data quality validation processes
- Enforce MLOps best practices model governance version control CI CD
- Implement model monitoring data drift anomaly detection
- Lead predictive analytics solution design
- Optimize AWS infrastructure for performance scalability security reliability cost
- Research evaluate implement new machine learning technologies
- Set up logging monitoring alerting tracing