Sonali Thakur

I’m a Software Engineer (AI) specializing in Generative AI backend development and LLM-enabled product engineering. At ThirdEye Data, I architected the core RAG & CAG engine for GentAI, cutting LLM response latency by 80% with advanced retrieval, re-ranking, and context caching, and I built an automated URL-to-chatbot ingestion pipeline that reduced onboarding time by 83%.

I also shipped native Shopify and WordPress integrations for real-time lead capture and order tracking, driving a 3× increase in qualified e-commerce leads. I developed a no-code LLM Dashboard (Django + React) that helps teams configure 25+ bot settings autonomously, and I architected 5+ MCP compatible tools for LLM-based assistants to enable chatbot setup, retrieval workflows, and client automation use cases. Alongside this, my AWS internship work focused on an end-to-end sentiment analysis pipeline processing 5,000+ reviews, and I’ve built projects like an AI Therapist experience with voice input support and local healthcare resource integration.