Cloudera → Azure Databricks migration
Moved more than 100 critical banking pipelines off on‑prem Cloudera onto Azure Databricks, with Delta Lake and Medallion layers.
Data and AI software engineer. Here you'll find my work and the things I write.
Behold, I lay in Zion for a foundation a stone, a tried stone, a precious corner stone, a sure foundation: he that believeth shall not make haste.Isaiah 28:16 · KJV
Results from team initiatives in earlier roles, as measured internally. No confidential employer information is shared.
Moved more than 100 critical banking pipelines off on‑prem Cloudera onto Azure Databricks, with Delta Lake and Medallion layers.
A testing framework for batch pipelines across DB2, Oracle and Delta Lake, so changes shipped with evidence instead of hope.
Modelled risk and regulatory reporting data with Data Vault and Medallion architecture, delivered through Delta Live Tables.
A small tool idea: read an EXPLAIN plan and point out skew, wrong join strategies and spill risk in plain language. Placeholder until it ships.
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If something I wrote saved you a bad night in production, you can help keep the writing and open-source tools going.