The problem
Visual advisory tasks needed to accept inconsistent image inputs and return useful, structured, presentation-ready outputs.
My responsibility
Built validation, image preparation, model requests, result polling, structured parsing, aggregation, and webhook responses.
Evidence
Screenshots from the live system and the workflow itself — captions describe only what is visible.
System route
The architecture below is a readable abstraction of the documented workflow, not a simulated live execution.
- Validate and prepare the source image
- Construct a context-specific model request
- Poll asynchronous generation tasks
- Parse, aggregate, and return structured results
Reliability notes
- Validation errors follow a separate response path.
- Asynchronous task status is polled before result extraction.
Evidence currently available
- Two workflow architectures
- Structured result path
Technology used
Evidence still being recovered
Client-approved metrics, execution recordings, exact delivery dates, and sanitized implementation artifacts will be added only after verification. This dossier deliberately avoids unsupported impact claims.