{
  "basics": {
    "name": "Lee Boonstra",
    "label": "Staff AI Software Engineer & Tech Lead, Global Office of the CTO, Google",
    "image": "/images/large_leeboonstra_new.jpg",
    "email": "lee[at]leeboonstra.com",
    "phone": "",
    "url": "https://www.leeboonstra.dev",
    "pronouns": "they/them",
    "summary": "Staff AI Software Engineer, Tech Lead, and Systems Architect with 10 years of experience within Google's Global Office of the CTO (OCTO) - Innovation Factory. Lee specializes in translating cutting-edge AI breakthroughs into planetary-scale production deployments. A proven developer advocate and technology visionary, they lead zero-to-one engineering initiatives, chair multi-agent architectural standards, and define secure cross-boundary sandbox messaging protocols (GP-310555-00-US). Renowned as an industry benchmark author (O'Reilly, Apress, and Kaggle's viral Prompt Engineering paper read by 100k+ researchers) and keynote speaker, Lee empowers engineering squads to sculpt complex AI systems using advanced agentic paradigms.\n",
    "location": {
      "city": "Amstelveen",
      "region": "North Holland",
      "countryCode": "NL",
      "country": "Netherlands"
    },
    "profiles": [
      {
        "network": "LinkedIn",
        "username": "leeboonstra",
        "url": "https://www.linkedin.com/in/leeboonstra"
      },
      {
        "network": "GitHub",
        "username": "savelee",
        "url": "https://github.com/savelee"
      },
      {
        "network": "Amazon",
        "username": "Lee-Boonstra",
        "url": "https://www.amazon.com/stores/Lee-Boonstra/author/B098GCTG91"
      }
    ],
    "experienceIntro": "20 years of professional software engineering experience, including 10 years pioneering state-of-the-art AI, machine learning, and advanced conversational systems at Google."
  },
  "work": [
    {
      "name": "Google",
      "position": "AI Software Engineer & Tech Lead (Global Office of the CTO)",
      "url": "https://blog.google/products/google-cloud/octo-google-clouds-two-way-innovation-street/",
      "startDate": "2022-10-01",
      "endDate": null,
      "summary": "Direct technical strategy, software architecture, and high-velocity engineering pods inside the Google Cloud Office of the CTO (OCTO) Innovation Factory, delivering zero-to-one applied GenAI platforms.",
      "highlights": [
        "Technical Lead & Chief Systems Architect for Google's groundbreaking end-to-end Conversational GenAI speech automation engine for Wendy's, successfully routing automated commerce transactions under low-latency limits.",
        "Filed 3 patents (including published patent application US20250078820A1 and two Invention Disclosures) defining planetary-scale Conversational AI pipelines, multi-agent sandboxes, and secure decentralized state synchronization frameworks.",
        "Pioneered next-generation multi-agent coordination frameworks utilizing Gemini, Claude, and GPT-4, establishing architectural standards and secure cross-boundary communication protocols using LangGraph and GraphRAG.",
        "Direct technical direction and mentor elite software engineering teams across dynamic prototyping cycles, pioneering scalable MLOps benchmarks using internal high-performance frameworks (Antigravity)."
      ]
    },
    {
      "name": "Google",
      "position": "Senior Developer Advocate & Applied AI Engineer",
      "url": "https://google.com",
      "startDate": "2019-01-01",
      "endDate": "2022-10-01",
      "summary": "Led developer enablement programs and applied engineering proof-of-concept pipelines, establishing cloud AI architecture patterns for Google Cloud's global ecosystem.",
      "highlights": [
        "Pioneered Google's global AI developer engagement strategy, presenting technical keynotes at over 50 large-scale conferences (including Google Cloud Next and Google I/O) to audiences of up to 5,000 developers.",
        "Designed, implemented, and open-sourced production-ready conversational AI architectures, accelerating enterprise customer migration to Google Vertex AI."
      ]
    },
    {
      "name": "Google Netherlands",
      "position": "Senior Customer Engineer (Enterprise Platforms)",
      "url": "https://google.com",
      "startDate": "2017-01-01",
      "endDate": "2019-01-01",
      "summary": "Served as the primary technical advisor and systems architect for strategic Google Cloud enterprise financial clients in EMEA.",
      "highlights": [
        "Engineered secure cloud migration roadmaps, distributed computing models, and integration architectures for tier-1 multinational banking clients including ING and Rabobank."
      ]
    },
    {
      "name": "Sencha Inc.",
      "position": "Sales Engineer & Architecture Specialist (EMEA)",
      "url": "https://www.sencha.com",
      "startDate": "2014-01-01",
      "endDate": "2016-01-01",
      "summary": "Designed client-side application platforms and object-oriented front-end architectures for key institutional partners in Europe.",
      "highlights": [
        "Directed architecture consulting and customer-facing engineering alignments for strategic installations including BMW, CERN, and Thales."
      ]
    },
    {
      "name": "Sencha Inc.",
      "position": "Lead Technical Trainer (EMEA)",
      "url": "https://www.sencha.com",
      "startDate": "2012-01-01",
      "endDate": "2014-01-01",
      "summary": "Governed advanced technical training and developer certification architectures, establishing corporate front-end modeling standards.",
      "highlights": [
        "Educated and certified engineering organizations at Fortune 500 platforms including EMC, Nielsen, McAfee, and NASDAQ."
      ]
    },
    {
      "name": "eFocus (Valtech)",
      "position": "Lead Front-end Developer & SWE Pod Manager",
      "url": "https://www.valtech.com",
      "startDate": "2009-01-01",
      "endDate": "2012-01-01",
      "summary": "Held engineering leadership responsibilities, directing frontend software execution and managing multi-disciplinary development teams.",
      "highlights": [
        "Direct technical management and mentorship for a software engineering pod of 5 developers, scaling target front-end integrations for market leaders including Heineken and Philips."
      ]
    },
    {
      "name": "Accenture",
      "position": "Senior Java Consultant",
      "url": "https://www.accenture.com",
      "startDate": "2007-01-01",
      "endDate": "2009-01-01",
      "summary": "Consulted on back-end enterprise microservices, transactional databases, and distributed Java architectures for multinational enterprise operations.",
      "highlights": [
        "Engineered transactional back-end systems, scaling performance for major airline and telecommunication clients including KLM/Air France, KPN, and Liberty Global."
      ]
    }
  ],
  "publications": [
    {
      "name": "Prompt Engineering Whitepaper",
      "publisher": "Google / Kaggle",
      "releaseDate": "2025-01-15",
      "url": "https://www.kaggle.com/whitepaper-prompt-engineering",
      "summary": "Author of the widely read prompt engineering reference guide that has reached over 100,000 developers, prompt engineers, and AI researchers worldwide.",
      "type": "whitepaper"
    },
    {
      "name": "The Definitive Guide to Conversational AI with Dialogflow and Google Cloud",
      "publisher": "Apress",
      "releaseDate": "2021-06-01",
      "url": "https://link.springer.com/book/10.1007/978-1-4842-7014-1",
      "summary": "Industry reference book covering architecture, conversational mechanics, integration patterns, and NLU modeling. ISBN: 978-1-4842-7014-1 & 978-1-4842-7013-4.",
      "type": "book"
    },
    {
      "name": "Hands-on Sencha Touch 2: A Real-World App Approach",
      "publisher": "O'Reilly",
      "releaseDate": "2013-11-01",
      "url": "https://www.oreilly.com/library/view/hands-on-sencha-touch/9781449339395/",
      "summary": "Practical handbook for high-performance mobile web applications, hybrid layout mechanics, and MVC orchestration in early corporate web interfaces.",
      "type": "book"
    },
    {
      "name": "Patent: Scalable High-Accuracy Transactional Agents (US20250078820A1)",
      "publisher": "Google Intellectual Property / USPTO",
      "releaseDate": "2025-03-13",
      "url": "https://patents.google.com/patent/US20250078820A1/en?inventor=Lee+Boonstra",
      "summary": "Patent covering high-performance transactional Conversational AI pipelines at Google, enhancing conversational state accuracy and transactional integrity in multi-turn GenAI speech interfaces.",
      "type": "patent"
    },
    {
      "name": "Patent: Communicating Across a Trust Boundary using a Digital Sibling (GP-310555-00-US)",
      "publisher": "Google Intellectual Property",
      "releaseDate": "2024-11-15",
      "url": "",
      "summary": "Google Patent covering secure messaging protocols, cross-domain authentication schemas, and isolated execution boundaries for multi-agent system handoffs.",
      "type": "patent"
    },
    {
      "name": "Invention Disclosure: AI Agents working across Trust boundaries: The Digital Sibling (IDF-326887)",
      "publisher": "Google Intellectual Property",
      "releaseDate": "2024-05-20",
      "url": "",
      "summary": "Invention Disclosure (IDF) detailing runtime agent coordination architectures and secure decentralized state replication across enterprise trust domains.",
      "type": "patent"
    }
  ],
  "education": [
    {
      "institution": "Saxion University of Applied Sciences",
      "studyType": "Bachelor of Science",
      "area": "Information and Communication Technology",
      "startDate": "2004-09-01",
      "endDate": "2008-06-30"
    }
  ],
  "skills": [
    {
      "name": "AI & Machine Learning",
      "level": "Master",
      "keywords": [
        "LLMs",
        "Gemini",
        "Gemma",
        "Claude",
        "GPT",
        "Llama",
        "GenAI Architecture",
        "Systems Design",
        "Technical Leadership",
        "Team Mentorship",
        "Prompt Engineering & DSPy",
        "TTS & STT",
        "Whisper",
        "RAG & GraphRAG",
        "Large Language Models (LLMs)",
        "Generative AI",
        "Natural Language Processing (NLP)",
        "Prompt Engineering",
        "Retrieval-Augmented Generation (RAG)",
        "Vector Embeddings",
        "Dialogflow CX",
        "PyTorch",
        "TensorFlow",
        "Distributed Computing",
        "vLLM serving",
        "Model Alignment",
        "DPO & RLHF",
        "LangChain",
        "LangGraph Architectures",
        "Antigravity Framework",
        "Vibe Coding"
      ]
    },
    {
      "name": "Programming Languages",
      "level": "Master",
      "keywords": [
        "Python",
        "Pandas",
        "Node.js",
        "PHP",
        "Java Enterprise",
        "JavaScript",
        "TypeScript",
        "HTML5",
        "SASS",
        "CSS3",
        "SQL"
      ]
    },
    {
      "name": "Data & Cloud Infrastructure",
      "level": "Master",
      "keywords": [
        "Google Cloud Platform (GCP)",
        "Firebase",
        "Docker",
        "Kubernetes",
        "NoSQL",
        "MongoDB",
        "MySQL",
        "Neo4j",
        "ChromaDB",
        "pgvector",
        "Borg & Borgmon",
        "API Governance",
        "gRPC & REST Protocols",
        "CI/CD Orchestrations",
        "System Modeling (UML)",
        "Git",
        "Bespoke Developer Tooling",
        "Flutter",
        "Angular",
        "React",
        "Ext.js",
        "Sencha Touch"
      ]
    }
  ],
  "languages": [
    {
      "language": "Dutch",
      "fluency": "Native"
    },
    {
      "language": "English",
      "fluency": "Native"
    },
    {
      "language": "German",
      "fluency": "Conversational"
    }
  ]
}