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Lokender Yadav Kanneboina
Mid-level Deployed Engineer specializing in LLM agents and enterprise cloud integrations
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About
LLM/agent production specialist with strong customer-facing and pre-sales chops: turns demo-grade prototypes into reliable, compliant deployments using RAG tuning, guardrails, evals in CI, and observability with staged rollouts/rollback. Known for engineering-first workshops (including live break-and-fix on retrieval misses, tool timeouts, and prompt injection) that win over skeptical senior developers and drive adoption.
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Key Strengths
- Takes LLM prototypes to stable production with metrics, guardrails, evals, and staged rollout/rollback
- Systematic end-to-end debugging of LLM/agent workflows (prompt→retrieval→tools→output) with root-cause isolation
- Strong RAG reliability practices (chunking, metadata/RBAC filters, reranking, no-answer thresholds, citations)
- Production hardening of agent tool calls (timeouts, retries, idempotency) to prevent model guessing
- Builds durable quality loops via CI regressions plus monitoring/alerts to prevent recurrence
- Highly effective engineering-focused demos/workshops, including live break-and-fix, driving adoption of reference implementations
- Partners effectively with sales to de-risk deals via discovery, measurable success metrics, and security/architecture alignment
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