I'm Shivakumar v a passionate and resultsdriven Data Engineer with expertise in Python, Artificial Intelligence (AI), and Machine Learning (ML). With a solid foundation in data engineering, I specialize in building scalable data pipelines, designing AI/ML models, and optimizing data workflows to drive business insights and automation. I hold a Bacholer of computer application, and I've had the opportunity to work on various challenging projects, including developing predictive models to reduce downtime, implementing NLP solutions to automate customer feedback analysis, and creating real-time data streaming pipelines to enhance data accessibility