Kylan Thomson AI Solutions Architect · Google Cloud

Where I've worked

Professional Experience

1. Google Cloud Solutions Engineer · GenAI · Promevo

   Sep 2025 – Present

   Designing and delivering Generative AI solutions on Google Cloud for Professional Services clients — from scoping through production.

   • Engineer custom Generative AI agents, including an agent that automates project resource allocation by ingesting project context, matching skill alignment, checking calendar availability, and creating meeting invites.
   • Developed a custom GenAI application for brand-style image creation; external demos of the app won follow-on projects and client workshops.
   • Templatized and standardized Gemini Enterprise workshop delivery, improving scalability and repeatability across the Professional Services team.
   • Re-scoped and stabilized a critical client engagement, turning a misaligned project into follow-on work discussions.
   • Scoped a complex content-platform migration for a healthcare client, including a successful proof-of-concept reconstructing proprietary pages into embeddable Google Docs.
   • Established a NotebookLM-based process for hosting client engagements, now incorporated into client demonstrations.
   • Collaborated with gPanel developers to establish best practices for the Gemini CLI, contributing to internal product and developer enablement.

   • Vertex AI
   • Gemini Enterprise
   • Agent Development Kit (ADK)
   • MCP
   • Dialogflow
   • Python
   • Google Cloud

2. Experimentation Specialist · Alaska Airlines

   Oct 2023 – Sep 2024

   AI-assisted experimentation and large-scale data engineering for a major U.S. airline.

   • Orchestrated development of LLM-powered agentic workflows that automated experiment analysis with human-in-the-loop validation.
   • Engineered Python/PySpark pipelines on Databricks for analyzing experimentation techniques, enabling data-driven product decisions.
   • Deployed a Spark-based QA pipeline processing over 100,000 transactions daily for anomaly detection and system health.
   • Implemented experiment tagging and tracking systems, surfacing actionable insights on customer behavior and revenue impact.
   • Designed and executed experiments promoting eco-friendly initiatives, driving user engagement and conversion.

   • Python
   • PySpark
   • Databricks
   • LLM Workflows
   • Spark

3. Software Engineer · Credera

   Nov 2021 – May 2023

   Cloud data engineering and full-stack delivery for enterprise consulting clients.

   • Developed real-time data streams using AWS MSK (Kafka) and Braze, enabling personalized customer engagement.
   • Implemented infrastructure as code with Terraform and configured GitHub Actions CI/CD pipelines.
   • Built Java integration test suites to ensure pipeline integrity and scalability.
   • Led website localization efforts using React and Node.js, increasing global user engagement.

   • AWS MSK / Kafka
   • Terraform
   • Java
   • GitHub Actions
   • React
   • Node.js

4. Software Engineer · UNO

   Oct 2020 – Nov 2021

   Early-stage startup engineering across web, mobile, and cloud.

   • Contributed to scalable software applications using AWS, React, Node.js, Python, and Flutter.
   • Translated business needs into technical documentation, aligning development with stakeholder goals.
   • Optimized application performance and backend operations on AWS.
   • Developed cross-platform mobile applications with Flutter.

   • AWS
   • React
   • Node.js
   • Python
   • Flutter

What I've built

AI & Cloud Projects

Resume Revival

AI-powered web application that optimizes resumes and cover letters for ATS systems, with multi-job tailoring and keyword optimization.

6,000+ job seekers served, improving interview chances through keyword-optimized resumes.

• Architected and shipped a production GenAI application on Google Cloud Functions with Gemini integration.
• Engineered an AI pipeline that generates keyword-rich, ATS-friendly resumes and cover letters tailored to specific job descriptions.
• Built multi-job tailoring and skill-gap analysis features that show candidates exactly what to develop for their target role.

• Google Cloud Functions
• Gemini
• React
• Python
• API Development

Drone Tower Wildfire Suppression Simulator

Interactive simulation modeling wildfire spread and suppression strategies using 3D terrain maps and autonomous drones.

Demonstrated improved suppression effectiveness and optimal drone-tower grid configurations.

• Built a physics-informed wildfire spread model over real 3D terrain rendered with Three.js.
• Simulated autonomous drone fleets executing suppression strategies across configurable grid layouts.
• Analyzed and visualized suppression outcomes with NumPy and Matplotlib to identify optimal configurations.

• Python
• JavaScript
• Three.js
• NumPy
• Matplotlib

AI-Powered Stock Image Creator

Generative AI workflow for producing and selling stock imagery at scale, integrating ChatGPT and Flux models.

Generated 15,000 high-quality images, resulting in 12,000 sales on Adobe Stock.

• Designed an end-to-end pipeline combining LLM-driven prompt engineering with Flux image generation models.
• Automated generation, curation, and metadata tagging to publish commercially viable stock imagery at scale.

• Generative AI
• Prompt Engineering
• Python
• API Integration

What I work with

Skills & Technologies

Credentials

Certifications & Education

Get in touch

Let's Build Something on Google Cloud