Akshay Baishander

Data & Gen Ai Engineer @Impetus

Indore, IN

At Impetus, I’m driving initiatives at the intersection of data engineering and generative AI, with a strong focus on building enterprise-ready AI solutions.• Designed and developed a chatbot platform powered by Azure AI Foundry and GPT-4o, enabling users to interact with organizational knowledge in real time.• Implemented Retrieval-Augmented Generation (RAG) pipelines using LangChain and PGVector to provide accurate, context-aware responses.• Built backend with FastAPI and integrated with React UI for seamless interaction, and connected the solution with MS Teams for enterprise-wide adoption.• Added features such as streaming responses, chat history, and feedback loops, creating an engaging and production grade user experience. Other Gen & Agentic AI Projects: • Created an AI-powered document intelligence pipeline combining OCR(EasyOCR), normal text library PyMuPDF with LLMs to extract structured outputs (JSON, Excel) from PDFs, images, and DOCX. • Experimented with agentic workflows, where LLMs perform tasks beyond Q&A, validating schemas, managing fallback logic, and orchestrating document-processing pipelines.• Built a Prompt Engineering portfolio demonstrating how AI can transform manual workflows into automated solutions, including pre/post-AI comparisons and debugging use cases.