Selected founder portfolio work. Accuracy and deployment scale are not claimed.
The problem
Visual observations need to become structured inventory events before business software can use them.
Portfolio contribution
Ahmad’s portfolio describes product detection, depth estimation, stock counting, confidence information, and API integration with ERP-ready JSON outputs.
The solution
A pipeline from camera input to structured inventory events, with confidence information for downstream handling.
This overview is based on Ahmad’s résumé. Client names, confidential material, and unverified results are omitted.
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