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Ashwin
@wtfashwin
India
English, Hindi
About me
I am a pragmatic, production-focused AI Engineer specializing in moving LLM applications from proof-of-concept to reliable, scalable systems.
Agent Orchestration: Building complex, multi-agent systems using CrewAI and LangChain for automated decision-making and workflow execution. * Hallucination Control: Implementing advanced validation (Pydantic, JSON Schema ) and snippet-based factual verification to guarantee structured, truthful output. * Local & Lightweight Deployment: Deploying full RAG or Multimodal agents (VisionCraft ) or deploying robust microservices with FastAPI.
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Ashwin
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