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Ray KuhnellRK
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Ray Kuhnell

@raykuhnell

Senior Software Engineer at Bricks building AI agents and document extraction features for a SaaS platform.

United States
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At Bricks, I built an AI agent that lets customers ask questions about equipment and service data, then began extending it to create and update work orders, notes, and assignments. It runs on Amazon Bedrock and uses the app’s permission checks before taking action.

I also delivered document AI features using Bedrock and Textract, including invoice extraction, invoice filing against work orders, and turning scanned maintenance forms into checklists. I built work-order summarization with on-demand generation to keep LLM costs down.

I designed and executed a phased migration of Bricks’ production SaaS platform from DynamoDB to PostgreSQL while maintaining uninterrupted service. I also delivered a technician workflow for equipment data, inspections, notes, photos, and approval requests.

Through CodeCalculated, my independent consulting business, I delivered custom software across web, mobile, desktop, and IoT, including firmware and cloud software for connected devices. Earlier, I developed web and mobile applications, REST APIs, and custom .NET solutions at Red Hawk Technologies and other software companies.

Experience

Work history, roles, and key accomplishments

RT

Senior Software Engineer

Red Hawk Technologies

Mar 2013 - Jun 2015 (2 years 3 months)

Consulted with clients to design and deliver custom web and mobile applications. Developed cross-platform mobile apps and integrated with third-party platforms.

LT

Software Engineer / Consultant

Libertas Technologies

Jun 2012 - Mar 2013 (9 months)

Built and rolled out custom .NET solutions in direct collaboration with clients.

UB

Application Developer

U.S. Bank

Dec 2011 - Jun 2012 (6 months)

Developed Java web applications using IBM Rational tooling (RAD, WebSphere, ClearCase UCM).

AI

Software Developer

Adaptive InfoSystems

Sep 2008 - Dec 2011 (3 years 3 months)

Built custom .NET and jQuery solutions on CMS platforms including DotNetNuke and Umbraco.

CO

Software Developer

ConfigureTech

Jan 2008 - Sep 2008 (8 months)

Developed custom e-commerce solutions with PHP, MySQL, and osCommerce.

Education

Degrees, certifications, and relevant coursework

Franklin University logoFU

Franklin University

Bachelor of Science, Computer Science

Bachelor of Science in Computer Science from Franklin University, completed in 2013.

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