With 12+ years of experience in the IT industry, I specialize in Data Quality Assurance, Data Engineering Testing, Bigdata, Databricks, Pyspark, Hive,ETL and Agile-based DevOps environments. My expertise lies in validating complex data pipelines, ensuring data integrity in large-scale systems, and leading QA strategies for data migration and analytics platforms. In my most recent projects, I transitioned into development for a Data Engineering initiative and enhanced my technical stack with Python, CI/CD, and cloud fundamentals. I hold PSM I & II certifications and have a strong track record in Agile delivery. Currently, I’m expanding my capabilities into AI Quality Assurance — combining my M.Tech research in Machine Learning & Deep Learning with practical testing strategies for CNN models. I’m passionate about validating the performance, fairness, and reliability of AI systems.