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Data Governance & Warehouse Oversight

• Validate new data views, transformations, and integrations from internal systems
• Maintain comprehensive documentation of data lineage, refresh
• frequencies, and ownership. o Detect and resolve data inconsistencies before they impact reporting.

Business Intelligence & Reporting

• Design and continuously improve Power BI dashboards for senior management and departments.
• Define and standardize business metrics, KPI logic, and naming conventions.
• Translate business requirements into structured datasets and refresh strategies.
• Deliver timely ad hoc analyses and monthly summaries highlighting key performance trends.
• Ensure dashboards are accurate, actionable, and aligned with Tugende’s strategic priorities.

Data Quality Monitoring

• Implement automated validation and anomaly detection scripts.
• Establish monitoring dashboards that track data accuracy, timeliness, and completeness.
• Maintain a Data Accuracy Index and report quarterly results to the CTO.
• Build automated alerts for failed refreshes, missing data, or irregular patterns.
• Partner with engineering to enforce reconciliation standards and data integrity practices.

Predictive Analytics, Machine Learning & AI

• Design and maintain predictive models for loan performance, client churn,
• product adoption, and revenue forecasting.
• Collaborate with the CTO and Principal Engineer to prepare Al-ready
• datasets and feature stores.
• Build and deploy pilot models such as:
• Risk scoring and repayment probability
• GPS-based asset recovery prediction
• NLP models analyzing client feedback or call center transcripts
• Implement the roadmap for AI integration into business processes and reporting systems.