Ayush Nath Tiwari@ayush62022972
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India
1 year of experience
About me
I specialize in developing advanced Retrieval-Augmented Generation (RAG) systems, with a focus on agentic RAG models for multi-document PDF question answering and summarization. I’ve built end-to-end solutions using LangChain and created knowledge graph-driven question answering systems with Neo4j. My work also includes agentic flows for financial analysis using Crewai, as well as text-to-SQL RAG systems powered by LangChain and Llama3SQL. Additionally, I have fine-tuned Llama2 models with custom datasets using LoRA and Supervised Fine-Tuning (SFT) to optimize performance.
