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PavanKumar Varkala
Mid-level Full-Stack Engineer specializing in AI-driven web applications
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About
Built and shipped an AI-driven operational workflow platform at Adobe that handled 12k+ monthly requests using React, Node.js, TypeScript, OpenAI APIs, PostgreSQL, Redis, and RAG. Stands out for combining full-stack product ownership with production-grade LLM architecture, evals, and human-in-the-loop controls, delivering measurable gains including 38% higher accuracy and 40% less manual triage.
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Key Strengths
- End-to-end ownership of AI-powered full-stack workflow features
- Production LLM system design with RAG, structured outputs, and tool use
- Strong TypeScript usage across frontend, backend, APIs, and data models
- Operational workflow automation at scale (12k+ monthly requests)
- Human-in-the-loop decision design for ambiguous and compliance-heavy cases
- Production AI evaluation and regression monitoring
- Iterative product building in ambiguous early-stage environments
- Improved operational accuracy by 38%
- Reduced manual triage time by 40%
- Reduced escalation rates by about 15% through retrieval improvements
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