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Advanced AI Med-Chatbot and Data Analysis
1. Developed an innovative AI-powered medical healthcare chatbot using GPT-2 to enhance user engagement and provide reliable health information. The chatbot answers FAQs, offers personalized prevention techniques, and assesses symptoms to determine if a medical consultation is necessary. This initiative aims to reduce unnecessary doctor visits and ensure timely access to trustworthy health guidance. Prediction of various diseases as per symptoms provided by users along with recommendation of doctors for the same disease is also implemented to ease the medical consultation for the user. 2. Developed a real-time weather analysis stream using Hive, PySpark, Kafka and AirFlow. Developed ETL pipelines for data ingestion, transformation and storage, enabling real-time streaming and autom...