
Muneeb Ahmad
Data Engineer
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Experiencia laboral
Data Engineer
GitHub • Freelance
Aug 2025 - Present • 10 mos
Designed and deployed a fully self-hosted, open-source data lakehouse on Kubernetes (k3s) implementing Bronze/Silver/Gold medallion architecture processing ~4.87M rows across 5 cities. - Built Spark + PyDeequ pipelines for Bronze/Silver ingestion, cleansing, and data quality - Developed dbt-trino Gold layer models: Data Vault, Star Schema, OBT, and Data Marts - Dual storage: MinIO/Iceberg (self-hosted) and Google BigQuery (cloud) - Orchestrated end-to-end pipelines with Dagster across two independent Docker code locations - Implemented CI/CD with GitHub Actions + Mage AI for automated builds and k3s deployments - Built observability stack: Prometheus, Grafana, Loki, and Marquez data lineage - Developed 8 BI dashboards in Apache Superset and configured n8n for Slack/email alerting - Managed full Kubernetes infrastructure: Helm deployments, resource tuning, and monitoring