🚀 Solutions Architect | Data Engineer Working full-time at Squadron Data, a data consulting firm that delivers cloud data solutions to leading enterprises. I specialize in designing and implementing modern data platforms—with Snowflake as my preferred environment for scalable, secure, and analytics-ready architecture. 🔷 Current Focus – Snowflake-Centric Architecture As part of client engagements, I lead end-to-end Snowflake implementations, helping migrate data from multiple sources while establishing strong foundations for governance, automation, and analytics. ✅ Key Areas of Work: • Migrating diverse data sources (e.g., SQL Server, Hadoop) into Snowflake • Designing RBAC models, Row Access Policies, and Dynamic Data Masking for data security • Integrating SSO with Azure Entra ID for seamless authentication • Building CI/CD pipelines in Azure DevOps for automated schema deployment and version control • Supporting CDC pipelines using Fivetran for near real-time replication • Developing cost monitoring dashboards and alerting mechanisms to optimize Snowflake usage • Validating data integrity using custom DMF-based validation workflows 🕰️ Previous Experience – Legacy Hadoop Platforms Before focusing on Snowflake, I worked on: • Designing and managing PySpark pipelines for data/metadata replication across HDP, CDP, and CDH • Migrating Apache Ranger policies and validating Hive data across environments ❄️ Recent Highlight – Snowflake Architect @ Imperial PFS • Led the migration of enterprise data into Snowflake and integrated tools like Power BI, Tableau, and REST APIs • Delivered secure access (RBAC, SSO), governance (masking, policies), and cost optimization solutions • Supported full-lifecycle architecture, deployment, and platform monitoring 🎓 Background Master’s in Computer Science (Data Science focus). I’m passionate about building impactful cloud-native solutions—Snowflake is my platform of choice for modernizing data architecture and enabling data-driven decisions. 📬 Let’s connect if you're working on Snowflake, data migration, or enterprise analytics—I’m always open to insightful collaboration.