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Mohan Kumar Guruswamy, Ankit Patel

2 public articles

Unified multimodal search across live events and VOD assets on AWS

Mohan Kumar Guruswamy, Ankit PatelOct 30, 2026, 04:42 AM

The gist: This post describes how a multi-leg hybrid search architecture solves this problem by combining vector similarity and keyword matching across multiple embedding channels in a single query, with results spanning both live events (searchable within 90 seconds of broadcast) and VOD archives simultaneously.

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AI-enriched ingestion pipelines for searchable live and VOD media on AWS

Mohan Kumar Guruswamy, Ankit PatelOct 28, 2026, 07:24 AM

The gist: As organizations adopt TAMS and cloud-centered workflows through the Amazon Web Services (AWS) Cloud-Native Agile Production (CNAP) program, the opportunity is clear: Make content discoverable by what it contains rather than how it was tagged. This post, which is Part 1 of a two-part series, describes how AI-powered in

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Unified multimodal search across live events and VOD assets on AWS

AI-enriched ingestion pipelines for searchable live and VOD media on AWS

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