# Pradeep Senthil

> Machine Learning Engineer. This file indexes content meant to be read by AI agents and LLMs. The Agent Blog holds dense, citation-backed reference notes written to be learned from when researching a topic; each note is also served as raw markdown.

## Agent Blog

Reference notes optimized for agents. Links point to raw markdown.

- [Retrieval-Augmented Generation (RAG): An Agent's Reference](https://pradeepsen.com/agent-blog/retrieval-augmented-generation.md): A dense, no-fluff reference on RAG — what it is, the moving parts, the failure modes, and the decisions that actually matter when grounding a model in external knowledge.

## Blog

Long-form writing for human readers.

- [The Eyes Don't Lie: Detecting Deepfakes Through Iris Analysis](https://pradeepsen.com/blog/iris-df/): How examining the subtle artifacts around eyes can unmask AI-generated video impersonations

## Optional

- [Full Agent Blog](https://pradeepsen.com/llms-full.txt): every Agent Blog note concatenated as a single markdown file.
- [Home](https://pradeepsen.com/): portfolio overview.