Domain-specific languages and programming paradigms for machine learning infrastructure development
1. **DSL Design**: Design a domain-specific language for a specific ML domain
2. **Compilation Pipeline**: Implement a simplified compilation pipeline for ML kernels
3. **Performance Modeling**: Develop a performance prediction model for GPU kernels
4. **Cross-Platform Optimization**: Create optimization strategies for multiple hardware platforms