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Resume | Lee Boonstra - Staff AI Engineer

Resume | Lee Boonstra - Staff AI Engineer

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My Resume

Professional Experience

20 years of professional software engineering experience, including 10 years pioneering state-of-the-art AI, machine learning, and advanced conversational systems at Google.

Google, 2022 – present

AI Software Engineer & Tech Lead (Global Office of the CTO)

  • 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).
Google, 2019 – 2022

Senior Developer Advocate & Applied AI Engineer

  • 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.
Google Netherlands, 2017 – 2019

Senior Customer Engineer (Enterprise Platforms)

  • Engineered secure cloud migration roadmaps, distributed computing models, and integration architectures for tier-1 multinational banking clients including ING and Rabobank.
Sencha Inc., 2014 – 2016

Sales Engineer & Architecture Specialist (EMEA)

  • Directed architecture consulting and customer-facing engineering alignments for strategic installations including BMW, CERN, and Thales.
Sencha Inc., 2012 – 2014

Lead Technical Trainer (EMEA)

  • Educated and certified engineering organizations at Fortune 500 platforms including EMC, Nielsen, McAfee, and NASDAQ.
eFocus (Valtech), 2009 – 2012

Lead Front-end Developer & SWE Pod Manager

  • 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.
Accenture, 2007 – 2009

Senior Java Consultant

  • Engineered transactional back-end systems, scaling performance for major airline and telecommunication clients including KLM/Air France, KPN, and Liberty Global.

Patents & Inventions

Published 2025

Patent: Scalable High-Accuracy Transactional Agents (US20250078820A1)

Patent covering high-performance transactional Conversational AI pipelines at Google, enhancing conversational state accuracy and transactional integrity in multi-turn GenAI speech interfaces.

Filed 2024

Patent: Communicating Across a Trust Boundary using a Digital Sibling (GP-310555-00-US)

Google Patent covering secure messaging protocols, cross-domain authentication schemas, and isolated execution boundaries for multi-agent system handoffs.

Filed (Invention Disclosure) 2024

Invention Disclosure: AI Agents working across Trust boundaries: The Digital Sibling (IDF-326887)

Invention Disclosure (IDF) detailing runtime agent coordination architectures and secure decentralized state replication across enterprise trust domains.

Publications & Books

2025

Prompt Engineering Whitepaper

Author of the widely read prompt engineering reference guide that has reached over 100,000 developers, prompt engineers, and AI researchers worldwide.
View details

2021

The Definitive Guide to Conversational AI with Dialogflow and Google Cloud

Industry reference book covering architecture, conversational mechanics, integration patterns, and NLU modeling. ISBN: 978-1-4842-7014-1 & 978-1-4842-7013-4.
View details

2013

Hands-on Sencha Touch 2: A Real-World App Approach

Practical handbook for high-performance mobile web applications, hybrid layout mechanics, and MVC orchestration in early corporate web interfaces.
View details

Education

2004-2008

Saxion University of Applied Sciences

Bachelor of Science in Information and Communication Technology

Technical Skills

AI & Machine Learning

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

Programming Languages

Python Pandas Node.js PHP Java Enterprise JavaScript TypeScript HTML5 SASS CSS3 SQL

Data & Cloud Infrastructure

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

Spoken Languages

Dutch Native
English Native
German Conversational
Disclaimer: The opinions stated here are my own, not those of my company. - 2026 ® Lee Boonstra