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Tejas Kolpek
Mid-level Solutions Architect/Engineer specializing in AI and data integrations
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About
Solutions Engineer specializing in taking LLM copilots from demo to production, with a strong emphasis on enterprise security (RBAC/OAuth), grounded RAG behavior (cite-or-refuse), and operational readiness (eval loops, logging, runbooks). Experienced in real-time diagnosis of agentic/LLM workflow failures and in partnering with Sales/CS to run integration-first POCs that clear security and reliability concerns and accelerate rollout.
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Key Strengths
- Production-focused approach to moving LLM prototypes into day-to-day operations (security, grounding, fallbacks, evals)
- Strong security and access-control implementation (RBAC/OAuth) for enterprise LLM deployments
- Systematic real-time troubleshooting across auth, retrieval, tools/APIs, and prompt/model layers using logs/traces
- Improves answer reliability by tightening retrieval quality (re-indexing, chunking, filters) and adding refuse/escalate guardrails
- Highly adaptable technical demo/workshop delivery tailored to developer integration needs (API flows, auth, failure handling)
- Effective sales/CS partnership to unblock deals via tight POC scoping, integration execution, and rollout/runbook documentation
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