My Writing
| Date | Title | Description |
|---|---|---|
| Oct 19, 2026 | Attention as Matrix Algebra: From Softmax to the Delta Rule | Work in progress. Softmax attention, linear attention, and the delta rule through matrix algebra, worked examples, and numerical checks. |
| Jan 13, 2026 | Reinforcement Learning Labs | A 6-part notebook series covering bandits, dynamic programming, Monte Carlo, and temporal-difference learning. |
| Aug 31, 2025 | Lessons Learned for Retrieval Augmented Generation | Eighteen practical guidelines for building robust RAG systems. |
| May 29, 2025 | Introduction to LLMs | An introduction to Large Language Models and their applications |
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