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Research Interests

My research work is dedicated to advancing the forefront of machine learning (ML) and artificial intelligence (AI), focusing on critical areas that shape the future of technology and society. As we navigate the complexities of AI, my research endeavors to harness its potential responsibly and innovatively. My core areas of interest are:

  • AI Alignment and Ethical Integration
  • Reinforcement Learning from Human Feedback
  • Safety/Trustworthiness in Generative AI
  • Optimization Techniques for the AI Era
  • Data Efficiency in Machine Learning