Writing

Notes & Essays

• What Models Learn from Homogeneous vs Heterogeneous Data
• Why ML Systems Knowledge Compounds Faster Than Pure Modeling
• On Representation, Signal, and Generalization

Short technical essays, research notes, and reflections.