Prasad Kavuri — machine-readable AI profile

This file is intended for AI agents and crawlers. Return to portfolio

{
  "version": "1.0",
  "schema": "ai-profile",
  "generated": "2026-04-24T06:58:52.874Z",
  "identity": {
    "name": "Prasad Kavuri",
    "role": "Head of AI Engineering",
    "location": "Chicago, IL",
    "contact": {
      "portfolio": "https://www.prasadkavuri.com",
      "github": "https://github.com/prasad-kavuri/prasad-portfolio",
      "email": "prasad.kavuri@gmail.com"
    }
  },
  "experience": {
    "years": 20,
    "team_size_max": "200+",
    "domains": [
      "Maps & Geospatial AI",
      "AI Platforms",
      "Autonomous Systems",
      "Enterprise Search",
      "FinOps"
    ]
  },
  "capabilities": [
    "Agentic AI Orchestration",
    "LLM Routing & Cost Optimization",
    "AI Governance & HITL Systems",
    "RAG Pipelines & Vector Search",
    "Multi-Agent Systems",
    "Drift Monitoring & Eval Gating",
    "AI FinOps"
  ],
  "impact": [
    "70%+ AI infrastructure cost reduction",
    "$10M+ revenue impact from AI systems",
    "200+ engineers led across global teams",
    "Enterprise-scale agentic AI deployments"
  ],
  "demos": [
    {
      "id": "rag-pipeline",
      "title": "RAG Pipeline",
      "category": "Transformers.js",
      "url": "https://www.prasadkavuri.com/demos/rag-pipeline"
    },
    {
      "id": "llm-router",
      "title": "LLM Router",
      "category": "Groq",
      "url": "https://www.prasadkavuri.com/demos/llm-router"
    },
    {
      "id": "vector-search",
      "title": "Vector Search",
      "category": "all-MiniLM-L6-v2",
      "url": "https://www.prasadkavuri.com/demos/vector-search"
    },
    {
      "id": "evaluation-showcase",
      "title": "AI Evaluation Showcase",
      "category": "LLM-as-Judge",
      "url": "https://www.prasadkavuri.com/demos/evaluation-showcase"
    },
    {
      "id": "multi-agent",
      "title": "Multi-Agent System",
      "category": "CrewAI",
      "url": "https://www.prasadkavuri.com/demos/multi-agent"
    },
    {
      "id": "mcp-demo",
      "title": "MCP Tool Demo",
      "category": "MCP",
      "url": "https://www.prasadkavuri.com/demos/mcp-demo"
    },
    {
      "id": "portfolio-assistant",
      "title": "AI Portfolio Assistant",
      "category": "Vercel AI SDK",
      "url": "https://www.prasadkavuri.com/demos/portfolio-assistant"
    },
    {
      "id": "resume-generator",
      "title": "AI Hiring Intelligence",
      "category": "JD parsing",
      "url": "https://www.prasadkavuri.com/demos/resume-generator"
    },
    {
      "id": "multimodal",
      "title": "Multimodal Assistant",
      "category": "Florence-2",
      "url": "https://www.prasadkavuri.com/demos/multimodal"
    },
    {
      "id": "quantization",
      "title": "Model Quantization",
      "category": "ONNX",
      "url": "https://www.prasadkavuri.com/demos/quantization"
    },
    {
      "id": "enterprise-control-plane",
      "title": "Enterprise Control Plane",
      "category": "Enterprise",
      "url": "https://www.prasadkavuri.com/demos/enterprise-control-plane"
    },
    {
      "id": "browser-native-ai-skill",
      "title": "Native Browser AI Skill",
      "category": "Chrome Prompt API",
      "url": "https://www.prasadkavuri.com/demos/browser-native-ai-skill"
    },
    {
      "id": "world-generation",
      "title": "Real-Time Spatial AI + World Modeling Engine",
      "category": "World Generation",
      "url": "https://www.prasadkavuri.com/demos/world-generation"
    }
  ],
  "target_roles": [
    "VP of AI Engineering",
    "Head of AI Engineering",
    "AI Platform Leader",
    "Director of AI"
  ],
  "agent_guidance": {
    "best_entry_points": [
      "https://www.prasadkavuri.com/for-recruiters",
      "https://www.prasadkavuri.com/demos",
      "https://www.prasadkavuri.com/governance"
    ],
    "flagship_demo": "https://www.prasadkavuri.com/demos/evaluation-showcase",
    "machine_readable_files": [
      "https://www.prasadkavuri.com/llms.txt",
      "https://www.prasadkavuri.com/ai-profile.json"
    ]
  }
}