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Shrinivas Bhusannavar
Mid-level AI Engineer specializing in agentic LLM systems and RAG platforms
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About
Built and shipped Serrano AI, a multi-tenant SaaS conversational AI platform that automates Odoo ERP workflows and lets ops/finance/supply-chain teams query ERP data in natural language. Implemented a multi-agent architecture (LangChain/LangGraph/CrewAI) with hybrid RAG over ERP schemas, deployed on Heroku/Vercel with production observability, cutting reporting time by ~80% while addressing hallucinations, latency, and schema complexity.
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Key Strengths
- Built and deployed production LLM system (Serrano AI) enabling natural-language querying of Odoo ERP data
- Designed multi-agent orchestration engine for ERP workflows using Python/FastAPI with LangChain/LangGraph
- Reduced business reporting time by 80% by replacing SQL/dashboard workflows with conversational interface
- Strong mitigation of hallucinations and latency via schema constraints, grounding with RAG, caching, and async execution
- Rigorous agent/workflow evaluation using metrics (accuracy, hallucination rate, retrieval quality, tool success, latency) and observability (tracing/monitoring)
- Effective collaboration with non-technical stakeholders; translates business workflows into user stories, prototypes, and prompt/RAG refinements
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2 publications
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