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Nikhil Palarapu
Intern Full-Stack Engineer specializing in LLM-powered production systems
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AI/full-stack product builder who has shipped agentic workflow tools in nonprofit and hospital settings, with a strong focus on confidence thresholds, human escalation, and production evals. They stand out for turning ambiguous operational problems into measurable outcomes, including 58% lower manual triage time, 45% faster reporting, and dispatch automation that resolved about 82% of requests autonomously.
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Key Strengths
- End-to-end ownership of full-stack AI products
- Strong TypeScript architecture across frontend/backend boundaries
- Human-in-the-loop AI safety design
- LLM evaluation and regression monitoring
- RAG-grounded agent design for operational workflows
- Trust-building rollout strategy with non-technical users
- Shipped AI features with measurable operational impact
- Reduced manual triage time by 58%
- Cut incorrect referrals by about one-third
- Reduced report compilation time by 45%
- Improved agent task success from mid-70% to high-80%
- Navigates ambiguity and ships quickly in early-stage environments
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