At Kifiya Financial Technology, I support analytics across five partner banks, modelling Silver datasets with dbt and loading curated tables into Amazon Redshift. I redesigned ingestion with schema-drift gates and atomic promotion, and helped turn a row-duplication failure pattern into CI and runtime data-quality controls.
At ATTCO Access To Trade PLC, I automated Python and SQL data preparation and Power BI reporting across six departments, reducing executive reporting turnaround from approximately four hours to under one. I also worked with business stakeholders to standardize KPIs and make reporting flows repeatable.
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