it's riley builtINDEPENDENT ENGINEERING
Applied AI / Automation / Data systems

Complicated
problems.
Better built.

Custom AI workflows, thoughtful software, and reliable data systems for teams who need technology that actually works.

Explore the work
Independent engineering & consultingBuilt with intention. Built to work.

What I build.

01 / EXPERTISE
01

AI & workflow
automation

Practical AI-assisted tools and automations that reduce repetitive work, connect systems, and make complex processes easier to manage.

02

Custom applications
& integrations

Purpose-built Python tools, data workflows, and software solutions shaped around real operational problems—not generic templates.

03

Database systems
& reliability

Production database engineering, MySQL and MariaDB expertise, performance investigation, migrations, and resilient infrastructure.

Selected work.

02 / PROJECTS
CASE / INDEX
Searchable evidence index · concept
⌕   Find records, dates, documents...
04 / 12Document inventoryPDF
04 / 19Chronological eventEVENT
05 / 03Source referenceLINK
05 / 06Evidence notesNOTE
Independent project · Python + Claude

Making complex case information manageable.

Designed and built a working application to organize litigation preparation materials, evidence, timelines, and related records. The project grew out of a real need to make a complicated body of information easier to navigate and work with.

PythonClaude-assisted developmentInformation workflowsLegal technology
Interface shown is an illustrative concept using fictional records. No confidential case information is displayed.
03 / ABOUT

Engineering,
with perspective.

I'm Riley—a database engineer and independent builder who likes finding elegant ways through complicated systems.

My background includes production database infrastructure, reliability, and operational problem-solving. I bring that engineering foundation to custom tools, automation, and applied AI—with an emphasis on solutions people can actually use.

It's Riley Built is where that work comes together.

04 / START A CONVERSATION

Have something
worth building?

Available to discuss select remote engineering, automation, and technical consulting projects.

Get in touch