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Stanko Kuveljic

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AI-Powered Search in Modern E-CommerceBig Data Conference Europe 20252025-11-19
A custom two-tower model trained on millions of queries and historical clicks uses contrastive loss to create domain embeddings and delivers a 21% increase in…
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AI-Powered Search in Modern E-CommerceAI_dev Europe 20252025-08-28
Claims a production-ready pipeline that combines precompute product embeddings with query-time encoder (≈50 ms) and a multi-stage flow that sends top-N vectors…
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Building a Simple RAG Application: From Fundamentals to ImplementationDSC DACH 242024-09-11
Hands-on demo builds a Retrieval-Augmented Generation pipeline end-to-end using OpenAI GPT-3.5-turbo for generation and embeddings and Pinecone vector DB for…
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The ML system endeavorsDSC Europe 20222022-11-14
A computer vision pipeline built for smart buildings captures fisheye ceiling video, runs object detection and tracking on AWS (hundreds of ms per frame, ~5s…
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Segmentation & classification of embryo videos in in-vitro fertilizationData Science Conference 4.02018-09-18
Pipeline segments embryos with U-Net segmentation trained on OpenCV-derived masks and achieves near‑perfect cropping, then learns image embeddings with a…
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