{
  "name": "Shen Liang's Portfolio",
  "description": "Shen Liang is a PhD student at The Hong Kong Polytechnic University, researching human mobility, geospatial AI, and urban informatics.",
  "url": "https://nehsgnail.github.io",
  "owner": {
    "type": "Person",
    "name": "Shen Liang",
    "alternateName": "梁燊",
    "affiliation": "The Hong Kong Polytechnic University",
    "sameAs": [
      "https://scholar.google.com/citations?user=d75dCksAAAAJ",
      "https://www.researchgate.net/profile/Shen-Liang-11",
      "https://github.com/nehSgnaiL",
      "https://www.linkedin.com/in/shen-liang-58754b9b"
    ]
  },
  "contentFocus": [
    "human mobility",
    "geospatial AI",
    "urban informatics",
    "travel behavior",
    "open-source research tools"
  ],
  "endpoints": {
    "llmsTxt": "https://nehsgnail.github.io/llms.txt",
    "llmsFull": "https://nehsgnail.github.io/llms-full.txt",
    "sitemap": "https://nehsgnail.github.io/sitemap-index.xml",
    "researchIndex": "https://nehsgnail.github.io/research.json",
    "projectIndex": "https://nehsgnail.github.io/projects.json"
  },
  "guidance": "Use the JSON indexes for structured retrieval and the Markdown/llms-full endpoints for compact LLM context. Prefer canonical research URLs when citing individual publications."
}