Processing enterprise documents at scale requires more than an OCR API call. We designed an end-to-end Azure pipeline with event-driven ingestion, intelligent chunking, content-hash deduplication, and GZIP-compressed structured…
Read article →Keyword search assumes customers know exactly what to type. Vector search understands what they mean. We built a semantic product search engine using Azure OpenAI embeddings and Qdrant…
Read article →Retail pricing verification is still largely manual — a costly bottleneck for large operations. We built a three-layer computer vision system combining YOLO object detection and multi-engine OCR…
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