Soham Ghadge
I tell LLMs stuff. Sometimes they listen.
Mumbai, India
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Soham is the Founding AI Engineer at GenbaNEXT Technologies, a Tokyo-based startup. He specialises in Agentic systems, Harness Engineering, LLMs and LLMOps, and speaks about new and upcoming technologies in community events.
Area of Expertise
Topics
Your Agent Needs a Platform: Cloud Native Infrastructure for Multi-Agent AI Systems
Everyone is building AI agents. Almost no one is thinking about the infrastructure layer underneath them.
This talk reframes AI agents as cloud native workloads and shows how to build a production-grade multi-agent platform on Kubernetes. Topics covered: modeling agents as K8s custom resources, durable execution and retry semantics with Dapr, event-driven inter-agent messaging with NATS, and end-to-end observability using OpenTelemetry traces across agent hops.
We go beyond LangGraph demos to tackle the hard problems: failure recovery, agent scheduling, concurrency limits, and audit logging — the same concerns we solved for microservices, now applied to agents.
Agentic Hybrid Retrieval: Orchestrating LLM Agents, Hybrid Search & Explainability in OpenSearch
This session will introduce a new paradigm in AI-powered search where LLM agents orchestrate hybrid retrieval workflows (keyword + vector search) with explainability at the core. Attendees will walk away with practical strategies and a clear roadmap to build trustworthy, high-performance, agentic search systems in OpenSearch.
Key Takeaways from the session will be as follows:
-Current RAG/search solutions are opaque, rigid, and hard to debug.
-Agentic AI + Hybrid Retrieval + Explainability solves these challenges.
-How LLM agents can decide dynamically: BM25, semantic search, or both.
-Orchestrating multi-step RAG pipelines inside OpenSearch.
-Adding explainability layers to trace agent reasoning and retrieval paths.
-Performance tuning with caching, memory, and vector optimization.
Why this session will be unique and should be selected:
First session to unify Agentic RAG + Explainable AI in OpenSearch.
Bridges research (AI agents, XAI) with real-world OpenSearch workflows.
Practical demo + benchmarks showcasing latency, relevance, and cost tradeoffs.
KubeCon + CloudNativeCon North America 2026 Sessionize Event Upcoming
Devfest Mumbai 2025 Sessionize Event
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