Roles & Responsibilities
Machine Learning:
. Design and Development: Create AI models and algorithms tailored to specific business needs.
. Integration: Implement AI solutions into existing systems and infrastructure.
. Optimization: Continuously improve AI models for better performance and accuracy. Optimize algorithms, tune hyperparameters, and ensure model accuracy and performance
. Collaboration: Work closely with software developers, and other stakeholders to ensure seamless AI integration.
. Create pipelines for Model preparation and Inference
. Deploy models into production, maintaining CI/CD, MLOps pipelines, and containerization (e.g., Docker, Kubernetes)
. Integrate AI components with applications, databases, and cloud infrastructure
. Monitor and evaluate live model performance; refine based on feedback and metrics
Python Developer:
. Design & Development
. Integration with AWS Managed Services
. Optimize code
. Collaboration
. Testing
. Deployment
. Documentation - Test cases, Functionality
AWS Managed Service:
. Integrate AWS Services
. Documents steps, permission required to integrate
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