[
  
  
    {
      "title": "Genomics Is Not NLP: A Field Guide for ML Scientists",
      "url": "/posts/2026/06/genomics-vs-nlp/",
      "date": "June 03, 2026",
      "tags": ["machine learning","genomics","transcriptomics","natural language processing","computational biology"],
      "excerpt": "Why a language-model expert’s intuitions misfire DNA is the most beguiling analogy in all of machine learning. It is a string. It is written in a tiny alphabet. You read it left to right. It has motifs that look like words, genes that lo..."
    },
  
    {
      "title": "Radiology AI Is Not Computer Vision: A Field Guide for ML Scientists",
      "url": "/posts/2026/06/radiology-ai-vs-computer-vision/",
      "date": "June 02, 2026",
      "tags": ["machine learning","radiology","computer vision","medical imaging"],
      "excerpt": "Why a computer-vision expert’s intuitions misfire If you have trained a model on ImageNet, COCO, or a few hundred million Instagram photos, you have excellent instincts for natural-image vision. Most of those instincts are wrong — or at ..."
    },
  
    {
      "title": "How This Blog Is Built: A Reproducible Pipeline for Scientific Writing",
      "url": "/posts/2026/06/how-this-blog-is-built/",
      "date": "June 01, 2026",
      "tags": ["reproducibility","tooling","open science","jekyll","continuous integration"],
      "excerpt": "Why a blog deserves a build system Most of what I write here makes a quantitative claim, and a quantitative claim is only as trustworthy as the analysis behind it. In a paper, the apparatus that makes a result believable — version contro..."
    }
  
]