About the Role
Architect agentic solutions end to end: task decomposition, tool/function design, memory and state models, orchestration topology (supervisor, hierarchical, sequential, parallel), and human-in-the-loop checkpoints. Design and tune production RAG pipelines — chunking, hybrid retrieval, reranking, query rewriting, metadata filtering, grounding and citation — and own the retrieval quality metrics, not just the pipeline diagram.
Build the evaluation layer alongside the system: golden datasets, trace-level assertions, LLM-as-judge rubrics, regression suites that gate deployment. Select and justify the AWS service composition for each workload, with an explicit view on cost, latency, data residency, and failure modes. Define guardrails and the security posture for agents that take real actions: least-privilege tool permissions, prompt injection defenses, PII handling, audit trails.
Set engineering standards for the practice — reference architectures, reusable agent and tool patterns, observability conventions — and mentor engineers into them.



Partner with client stakeholders on solution shaping, technical discovery, effort estimation, and proof-of-value scoping.
Responsibilities
Architect agentic solutions end to end: task decomposition, tool/function design, memory and state models, orchestration topology (supervisor, hierarchical, sequential, parallel), and human-in-the-loop checkpoints. Design and tune production RAG pipelines — chunking, hybrid retrieval, reranking, query rewriting, metadata filtering, grounding and citation — and own the retrieval quality metrics, not just the pipeline diagram. Build the evaluation layer alongside the system: golden datasets, trace-level assertions, LLM-as-judge rubrics, regression suites that gate deployment. Select and justify the AWS service composition for each workload, with an explicit view on cost, latency, data residency, and failure modes. Define guardrails and the security posture for agents that take real ac

📌 Architect (Bengaluru)
🏢 WinWire
📍 Bengaluru