Choosing the Right Experts for the Right Case
How we developed an expert routing mechanism to improve LLM performance on spatial reasoning tasks by dynamically selecting the most relevant expert models.
Thoughts on research, machine learning and the academic journey.
How we developed an expert routing mechanism to improve LLM performance on spatial reasoning tasks by dynamically selecting the most relevant expert models.
Key patterns and insights from conducting and participating in data science interviews at top companies and research labs.
Reflections on two years of research, coursework, and personal growth during my MPhil in Computer Science at HKUST.