Data Scientist
Current- Leveraged advanced computer vision technologies to create a groundbreaking solution for measuring wool thread width directly from digital images, eliminating the need for traditional microscopic analysis.- Engineered an AI-powered text-to-SQL agent that dynamically generates SQL queries from natural language input by utilizing database schema and column metadata.- Designed a high-performance Twilio-based voice response system for hotel bookings, utilizing Retrieval-Augmented Generation (RAG), SQL, Groq’s LLM, and Deepgram, achieving a 3-second response time for efficient and real-time customer service.- Created a chatbot POC using LLMs (OpenAI, BardAI, ChatGPT, LLaMA) and FastAPI, focusing on advanced conversational capabilities.- Integrated Retrieval-Augmented Generation (RAG) with Chroma and LangChain technologies to enhance chatbot response quality and efficient information retrieval.