ML-Based Memory Management OS

I need a project focusing on memory management in operating systems using machine learning techniques.

Key Requirements:
- Focus on memory management, particularly:
- Memory allocation
- Garbage collection
- Paging and segmentation
- Implement machine learning techniques such as:
- Supervised learning
- Unsupervised learning
- Reinforcement learning

Ideal Skills:
- Strong background in operating systems, particularly memory management.
- Proficiency in machine learning concepts and algorithms.
- Experience in implementing ML solutions in system-level applications.
- Programming skills in languages like Python, C, or C++.

Please provide relevant examples of previous work and a brief outline of your approach.