Writing

Essays & notes

Thinking out loud about ML, LLMs, and building production AI systems. Working through the AI primers and writing what I learn — first posts coming soon.

Nothing yet.

Still drafting. Writing as I work through the AI primers.

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Topics I'm planning to cover

Transformers RAG in production vLLM & inference DSPy Fine-tuning BERT Document intelligence Table parsing MCP LLM-as-Judge MLOps Vision Language Models Agentic systems