Akshita Rastogi

Successfully deployed a comprehensive chatbot solution for India’s largest insurance company (New India Assurance) across web and WhatsApp platforms. Led design and development of advanced AI chatbots for various state government entities, including electricity, water, and regional transport offices (RTOs). Implemented advanced LLM fine-tuning architecture with Ollama, LangChain, and QLORA. Pipeline Engineer proficient in designing 'Insurance GPT' pipeline utilizing Vector DB, RAG, cosine similarity, and Ollama. Engineered user-centric web-based chatbot for event registration and appointment scheduling for MPSEDC, Government of Madhya Pradesh. Created sophisticated market research chatbots for Unilever’s global initiatives.

Created customized applications to make critical predictions, automate reasoning and decisions and calculate optimization algorithms. Designed, implemented and evaluated new models and rapid software prototypes to solve problems in machine learning and systems engineering. Developed NLP QA pipeline. Transformed raw data to conform to assumptions of machine learning algorithm. Identified new problem areas and researched technical details to build innovative products and solutions.