Navya Battula

Navya Battula

Highly motivated and skilled AI Engineer with over an year of experience in developing and deploying Generative AI and Deep learning models. Demonstrated expertise in using cutting-edge AI tools and frameworks to build robust, scalable solutions. Proficient in a wide range of technologies including PySpark, Hadoop, PostgreSQL, TensorFlow, PyTorch, Open CV and more. Proven track record of success through hands-on projects and internships, with significant contributions in Computer Vision, Machine Learning, ChatBots and AI-driven document management systems. Published researcher with a strong foundation in both theoretical and applied AI.

Chat with SQL - A Agent based CSM model to chat with databases

Published:

Developed an AI-powered customer support chatbot using Streamlit that seamlessly connects to an SQL database to retrieve and provide real-time sales data to users. The chatbot leverages LangChain and open source LLMs like Llama and Gemma for natural language processing, enabling customers to query sales records with ease. The solution integrates Pandas to format and display query results in a structured, tabular form, ensuring clear and accurate information delivery. Implemented caching mechanisms to optimize database interactions and improve performance. The system also features robust error handling and fallback methods, ensuring a smooth user experience. This chatbot significantly enhances customer support operations by allowing agents and users to quickly access critical data without manual intervention.