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Binita Chourasia
Mid-level GenAI Engineer specializing in RAG, LLMs, and enterprise AI
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About
Built and shipped production LLM agents that automate document processing and decision workflows, with a strong focus on reliability, guardrails, and measurable business impact. Stands out for combining RAG, tool calling, evals/monitoring, and ERP integration to deliver 30-35% manual effort reduction and higher throughput without additional headcount.
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Key Strengths
- Shipped production LLM agents with 99.5%+ uptime
- End-to-end agent architecture for retrieval-reasoning-action workflows
- Strong reliability engineering for AI systems
- Designed fallback and guardrail mechanisms to reduce hallucinations and bad actions
- Built evaluation and monitoring loops using offline and online metrics
- Improved retrieval reliability through hybrid search, re-ranking, and context filtering
- Integrated agents with messy ERP data using validation and idempotent APIs
- Delivered 30-35% reduction in manual effort
- Increased processing speed and throughput without adding headcount
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