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Yashwanth Repala
Mid-level Full-Stack Java Developer specializing in healthcare and enterprise platforms
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Built and shipped a production LLM-powered agent for supply chain operations that integrates ERP data and automates multi-step decision-making with tool calling, state management, and structured JSON outputs. Emphasizes production reliability (guardrails, fallbacks, monitoring, idempotency) and reports strong business impact: 40% faster decisions, 30% higher throughput, and 25% efficiency gains.
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Key Strengths
- Shipped production LLM agent automating multi-step supply chain decision workflows
- Designed reliability features (validation layers, fallbacks, monitoring) to mitigate hallucinations, missing data, and latency
- Built end-to-end agent architecture with tool/function calling, structured JSON outputs, and stateful orchestration
- Implemented offline/online evaluation and monitoring with dashboards and feedback loops
- Handled messy ERP data via normalization, strict schema validation, permissions checks, and idempotent APIs
- Delivered measurable impact: 40% faster decision-making, 30% throughput improvement, 25% operational efficiency gain
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