From engineering circuits to engineering data—my journey has always been about building systems that power smarter decisions. 🚀 As a Senior Data Engineer with 9+ years of experience, I help businesses unlock insights from media and customer data by designing scalable, cloud-native platforms and pipelines that drive real ROI. 🎓 What I Do for Individuals (Mentorship & Career Growth): Alongside consulting, I mentor aspiring and mid-level data engineers. From interview prep and mock interviews to career roadmaps and skill-building guidance, I help engineers land jobs and grow into senior roles with confidence. 💡 What I Do for Businesses (SMBs & Startups): I specialize in media measurement and customer analytics. I help companies: Track and optimize media spend with reliable attribution. Build customer data pipelines that improve decision-making. Strengthen data observability & governance for trust at scale. ⚙️ Key Strengths & Tools: Cloud-native data engineering (Azure, Databricks, BigQuery) Scalable ETL & orchestration (Spark, ADF, Airflow) Observability, governance, automation (CI/CD, monitoring, data quality) Cross-functional collaboration with analytics, product & ML teams 📫 Let’s connect if you’re a business looking to turn data into growth, or a professional aiming for your next big career milestone.