Writing | Raja Abraheem Rashid

Writing

Technical notes on the research I work on, nested learning, federated learning, trustworthy AI, and the engineering that makes them real.

New post every Sunday, stay tuned.

Nested Learning, Explained: Why Google's New Paradigm Matters

On Google's recent "Nested Learning" paper and the shift from static to hierarchically-updated models.

Why data-rights legislation is on a collision course with distributed ML, and what selective unlearning actually looks like.

Why explanations stop agreeing, even when the model itself is fine.

Notes from building a multi-agent LLM pipeline for autonomous equity analysis, and where it broke.

Beyond the buzzword, a working framework for what trustworthy means in practice.