Prey Patel

Details

• Contributed to the development of MyBotGenie, an LLM-based chatbot using a RAG pipeline to automate support-bot creation for websites.
• Enhanced model performance by fine-tuning the LLM using PEFT methods such as QLoRA on a hybrid dataset created to improve context-based generation.
• Integrated Indic-trans2 model for multilingual support, optimizing chatbot performance for Indic languages.
• Designed an FAQ system to deliver accurate responses, reducing response time by up to 80% on similarity hits
• Strengthened LLM knowledge and improved development skills through integration and optimization.