Elliot
Priestley
I work in public sector data and automation, building pipelines, dashboards, and AI tools that help teams do more with the data they already hold.
Who I Am
I work in public sector data and automation, focusing on building pipelines, dashboards, and AI tools that turn existing data into something genuinely useful.
I’m particularly interested in how AI fits into this space, beyond the hype, especially when applied to the messy, unstructured data that builds up across organisations.
This is where I focus my work, and what I write about.
Role
Senior Automation & Data Engineer
Currently focused on
AI integrations and service automation
Off-duty
Star Wars
40k
Dad Duties
40k
Dad Duties
What I Do
01 / Web
Digital Platforms & Development
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Leading the design and delivery of scalable web platforms that support service delivery across teams and departments.
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Delivering high-performance, accessible interfaces with a focus on maintainability, usability, and long-term sustainability.
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Integrating websites and applications with internal systems and third-party services to enable joined-up, data-driven services.
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Embedding WCAG standards into delivery, ensuring services are compliant, inclusive, and built around real user needs.
02 / Automation
Process & Service Transformation
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Designing and implementing automation that reduces manual effort, improves consistency, and frees up staff for higher-value work.
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Connecting fragmented systems using APIs and middleware to create reliable, end-to-end service flows.
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Working with stakeholders to analyse and reshape processes before automation, improving efficiency, resilience, and user experience.
03 / AI
AI & Intelligent Systems
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Designing and delivering practical AI tools using large language models to support internal teams and operational workflows.
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Combining AI with internal data and documentation to deliver accurate, context-aware outputs that teams can trust.
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Developing structured prompt frameworks that produce consistent, reliable outputs across a range of real-world use cases.
Field Notes
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May 2026What it actually takes to get colleagues ready for AIThe council had an AI policy. What it didn’t have was a way to make sure anyone actually understood it, or what…Ai
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May 2026From front-end developer to data engineer, and how AI sits in the middle of all of it.I spent the best part of a decade as a front-end developer. HTML, CSS, JavaScript, the craft of making things look right…Personal