Data Engineer with 3+ years of experience building production data platforms at NatWest, Accenture, and Dpoint. Specialized in cloud-native architectures, real-time processing with Kafka and Spark, and data quality frameworks. Published technical writer on Medium, sharing practical lessons from production systems. Passionate about making data platforms reliable and trustworthy.