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Ramesh Kumar Manickam

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GenAIOps - OpenSearch for AI & GenAI Platform ObservabilityOpenSearchCon North America 20252025-09-08
End-to-end GenAIOps pipeline using OpenTelemetry -> OpenSearch -> Jaeger collects metrics, logs, traces and baggage from Kubernetes-hosted LLMs, Vector DBs…
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Why, What, When and How of Running Diff Types of Sear...OpenSearchCon India 20252025-06-03
Compares running vector, semantic, neural, conversational and multimodal search on OpenSearch between managed and self‑hosted setups with concrete numbers and…
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OpenSearch & AI Driven Cloud Native Platforms: Adaptive & Agentic Microserv...OpenSearchCon India 20252025-06-03
Shows a deployed pattern that uses OpenSearch ingestion + Data Prepper to collect logs, metrics and user probes, runs anomaly detection and then triggers…
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TransUnion: Scaling Data Heavy Transactions w/ Aerospike + Adaptive MapAerospike APJ Summit 20232023-09-01
TransUnion moves billions of identity records on an all‑flash Aerospike cluster and updates nearly 4 billion records daily by using Adaptive Map to split…
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