01 · historical own-venture work
The interface and the pipeline.
Bridge explored sourcing between European brands and Egyptian factories. I built the landing page and supplier-data pipeline. The venture is paused. A deployed site demonstrates the interface; it does not establish completed sourcing orders, paying clients or current operations.
02 · historical engineering receipt
Calibration, validation and review.
Historical extraction work used source-backed fields, labelled calibration data, deterministic validation and human review. No current numerical accuracy or commercial sourcing outcome is claimed.
The full account, change by change, is in the extraction methods note.
