AI Engineer and Solutions Architect at T12 Technologies in MD-Baltimore City-00000 Hybrid - US
- Company: T12 Technologies
- Location: MD-Baltimore City-00000 Hybrid - US
- Posted: Sep 18, 2026
- Type: Part-time
- Salary: $130.00 - $165.00 per hour
- Experience: 6+ years
Overview
The problem The client's accounts payable team handles about ten thousand invoice emails each month by hand; some arrive as clean PDFs, while others are photographs taken on a mobile phone. The intake process is managed by NetSuite Bill Capture, with Claude carrying out the extraction, classificatio…
Job description
- The problem
- The client's accounts payable team handles about ten thousand invoice emails each month by hand; some arrive as clean PDFs, while others are photographs taken on a mobile phone.
- The intake process is managed by NetSuite Bill Capture, with Claude carrying out the extraction, classification and GL coding based on that. All automated decisions must be defensible to an auditor, since the client has already been let down by three previous vendors; nothing ships unless you can demonstrate it.
Responsibilities
- Get the extraction process to work on actual documents, not just on a clean set of samples. It should be tested on scans, on duplicates, and on invoices lacking the fields that are most needed.
- Determine what the system does in cases of uncertainty, including where it continues, where it stops, and what a human observes when it stops.
- Verify the accuracy by comparing the client's historical invoices in a manner that a controller will accept and an auditor can follow.
- Run a live pilot by carrying it out in parallel with manual processing for a period of thirty days while making adjustments based on what the real world provides.
- Give it to him so that it may survive you; the client doesn't have any AI facilities of their own and isn't going to hire one.
Requirements
- What we need
- The work involving the LLM that was actually deployed and that you then provided support for. It wasn't a proof of concept that had only reached the demo stage.
- Integrating Python with a REST API to work with systems that were not built by you.
- Extracting documents at production quality—such as invoices, forms, claims, and contracts—no matter how semi-structured and imperfect they may be.
- A method that can be used to check if the output is correct, together with the criterion for determining when an improvement is genuine.
- The necessary legal permission to work in the United States in an independent contractor capacity.
- Helpful, not required
- Specifically Anthropic Claude, or Claude via Bedrock.
- Either NetSuite or any other ERP system that you needed to integrate with rather than one that you could control.
- The processing of documents relating to finance or accounting by AP.
- OCR and document-capture pipelines, especially when working with low-quality scans.
Skills
Required
- LLM deployment and support
- Python
- REST API integration
Preferred
- Anthropic Claude or Claude via Bedrock
- NetSuite or other ERP integration
- Accounts payable document processing
- OCR and document-capture pipelines
Benefits
- Flexible work from home options available.
- Compensation: $130.00 - $165.00 per hour
About T12 Technologies
T12 Technologies LLC is a technology services company based in Maryland that provides cloud, AI and automation, cybersecurity, contact center, and back-office modernization services to clients at the federal, state, healthcare, and commercial levels. The current engagement involves developing an accounts payable automation system over a six-month period for a commercial client, integrating Oracle NetSuite with Anthropic's Claude. T12 Technologies, LLC is a Veteran, Service-Disabled, Minority owned business with over 30 years of combined professional and personal experience in providing integrated services and solutions to the federal government, DOD and State organizations. We focus on Enterprise level services such as Managed Services, Cyber Security (Information Systems Security Support), Configuration Management to include Change, Asset, Test and Release, Software as a Service (SaaS) for Property and Asset Management, and Logistics/Inventory Management. Our goal is to consult or integrate high-quality professionals into your organization who genuinely understand the need for innovation, digital transformation and providing a great customer experience. Our mission is to provide improvement strategies and formulate innovative ideas for an organization’s Enterprise by creating enhancements and guiding innovation across people, processes and technology.