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Expertise / Software

Software

From model output to dependable workflow.

The focus

The engineering around an AI model determines whether its output is useful. This work combines structured data, bounded inference, background jobs and review interfaces, with explicit handling for interrupted work, missing evidence and uncertain results.

01

Document and image processing

02

APIs and structured model output

03

Durable jobs and versioned records

04

Testing and deployment workflows

Related work

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