Currently working as a Data Analyst in financial services, building reports, dashboards and pipelines that drive real business decisions. My background is in fintech data — remittances, payments, customer behaviour — and I'm pushing further into data engineering with Microsoft Fabric and Spark SQL.
- Day job: Data Analyst Intern at a financial services company in Cape Town — building silver layer staging in Microsoft Fabric, writing Spark SQL, and producing reporting solutions
- Certs: PL-300 Power BI Data Analyst Associate in progress
- Portfolio: Documenting real analysis projects on GitHub so the work doesn't go to waste
SQL • Python • Excel • Power BI
End-to-end analysis of 568,000+ remittance transactions for a leading African fintech company. Built paid order volume trends (MoM and YoY), customer retention metrics and a data quality validation framework across Mukuru's Southern African corridors.
- 330,064 paid orders analysed across 13 months (Apr 2012 to Apr 2013)
- Active customer base grew 53% over 11 consecutive months
- Average Repeat Sender Rate of 62.7% — strong habitual usage signal
- Zimbabwe corridor identified as 72% of payout volume — concentration risk flagged
SQL • Python • Power BI
Analysed 8,000+ retail transaction records to identify revenue trends, outlet performance and KPI drivers. Built a Power BI dashboard tracking $997K in sales with drill-down capability by region and product category.
SQL • PostgreSQL
Queried multi-table ride-hailing datasets across 7,000+ records to extract driver performance metrics, revenue trends and user behaviour patterns using joins, window functions and aggregations.
Python • Data Analysis
Contributed to data processing and reporting components for a telemedicine platform. Focused on backend data flow and system documentation.
Core Tools
Data & Engineering
- ✅ Google Data Analytics Professional Certificate
- ✅ Google Business Intelligence Certificate
- ✅ Microsoft Azure Data Fundamentals (DP-900)
- 🔄 Microsoft Power BI Data Analyst Associate (PL-300) — In Progress
