Hi, I'm Abhinav I am a Senior Data Engineer with experience building large-scale, cloud-native data platforms across global financial institutions. My work spans batch and real-time data pipelines, lakehouse architectures, and data quality frameworks using technologies such as Apache Spark, Kafka, Databricks, Snowflake, and AWS. I have designed systems processing hundreds of gigabytes of data daily, supporting regulatory analytics, trade surveillance, and real-time risk monitoring across multiple lines of business. If you are looking for guidance on data engineering careers, big data technologies, cloud data platforms, or interview preparation, I’m happy to share practical insights from real-world implementations. I would especially love to guide and mentor students, early-career professionals, and anyone aiming to grow into senior data engineering roles, with structured, actionable, and industry-relevant advice.