Andrew Mills
I’m Andrew Mills, a senior automation and workflow engineer and AI/workflow architect with 8+ years of experience designing production-grade systems for reliable browser and API automation, integrations, and…
About
I’m Andrew Mills, a senior automation and workflow engineer and AI/workflow architect with 8+ years of experience designing production-grade systems for reliable browser and API automation, integrations, and event-driven processing. I specialize in Python-based automation and orchestration, Playwright/Selenium-driven browser work, and backend integrations that emphasize dependable execution, maintainable architecture, and measurable business outcomes.
I build and optimize long-running task pipelines and AI-powered workflows by integrating OpenAI and Anthropic models into robust, tool-using agent systems. From webhook and event-routing infrastructure to API inspection and authenticated monitoring, I focus on secure session handling, resilient retries with exponential backoff, throttling/jitter, and operational reliability-so automations run consistently at scale.
- 7 years' experience
- Joined October 2026
Industry experience
- Software & Internet
- Computers & Electronics
- Professional Services
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Work experience
Architected production-grade background job systems and AI agent workflows using TypeScript and Node.js. Integrated OpenAI and Anthropic APIs into long-running task pipelines and autonomous agent workflows. Built workflow automation tooling and code-first automation patterns as alternatives to traditional low-code platforms. Designed memory, tool-use, and multi-step execution capabilities for AI agents, optimizing workflow latency, API usage, and operational costs. Improved workflow reliability using structured execution patterns, robust error handling, and maintainable backend architecture.
Engineered webhook infrastructure and event-gateway ways supporting reliable delivery of high-volume API events targeting 99.9% delivery reliability. Designed retry strategies, failure handling, event routing, and asynchronous processing mechanisms. Built developer-facing tools and API orchestration layers using TypeScript and Node.js. Investigated webhook delivery failures, payload inconsistencies, signature validation issues, and integration errors. Supported debugging of event-driven architectures and integrated webhook systems into existing applications, improving integration reliability and debuggability through structured event processing and diagnostic tooling.
Contributed to software development and maintenance for enterprise communication and notification workflows associated with InfoCast. Developed and maintained application components supporting communication-related functionality. Worked with application services, APIs, and integrations connecting software components. Investigated software defects and supported testing and debugging to improve application stability. Assisted with maintenance and improvements to existing software functionality and collaborated with engineering teammates to troubleshoot application behavior and maintain code quality.
Education
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