Ayush Sengupta

AI Automation Engineer at PPR Capital

Designed and deployed autonomous LLM agents to automate complex workflows such as business acquisition screening, document analysis, and LOI drafting using Python, OpenAI, and custom scripts. Implemented Retrieval-Augmented Generation (RAG) pipelines using vector stores (FAISS) to enable contextual Q&A over financial reports, Information Memorandums, and other business documents. Built prompt-driven automation pipelines by chaining LLMs with Google Workspace tools to perform real-time document parsing, JSON extraction, and structured data generation.