About
Data analyst with 4+ years of experience in enterprise reporting, data steward, data reconciliation, governance and dashboarding. Combines SQL, Power BI, Microsoft Fabric and Python to turn complex datasets into clear, actionable insights.
Experience
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Junior Business Systems AnalystEduvos · Gauteng, South AfricaJun 2026 – Present
Source, consolidate and reconcile large operational and financial datasets from Dynamics 365 F&O, CE (Sales Hub) and Microsoft Fabric, building structured datasets for reporting, analytics and performance monitoring. Engineer automated data workflows and reporting pipelines using Power BI, SQL, Fabric and Excel, reducing manual effort and improving data quality and refresh reliability. Analyse trends, variances and relationships across complex datasets, translating outputs into clear, actionable insights for senior stakeholders and non-technical audiences. Maintain documented data sources, definitions, assumptions and reconciliation controls, ensuring analytical outputs are accurate, auditable and consistent. Collaborate with product managers, developers and stakeholders through Azure DevOps — managing backlogs, user stories and sprint delivery — to prioritise, test and implement data and reporting enhancements.
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Junior HR Systems AnalystEduvos · Gauteng, South AfricaMay 2025 – Jun 2026
Extracted, cleansed and validated HR and payroll datasets from Dynamics 365 F&O, producing structured reports and analytical trackers used for workforce monitoring and compliance. Analysed employee, leave and utilisation data to identify patterns, anomalies and data quality issues requiring remediation, supporting evidence-based workforce planning. Partnered with cross-functional stakeholders to resolve data issues, streamline workflows and test system changes; upheld POPIA compliance and access controls across sensitive datasets.
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HR & F&O Systems Administrator / HR AdministratorEduvos · Gauteng, South AfricaJan 2025 – Apr 2025
Maintained employee master data and operational records in Dynamics 365 F&O, ensuring accuracy and consistency across interconnected workflows. Produced operational reports and managed data reconciliation across systems, escalating discrepancies with documented findings and recommended corrections.
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Full-Time Systems AuditorRespublica (Pty) Ltd · Midrand, South AfricaApr 2023 – Dec 2024
Led end-to-end audits of student accounts and operational data, identifying discrepancies, control gaps and irregularities across account management and payment processes. Built and maintained Excel-based analytical trackers monitoring payment behaviour, ageing balances and risk indicators for management review and decision-making. Validated data completeness and accuracy against policy requirements, escalating exceptions with structured findings that improved data integrity and compliance.
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Part-Time Systems AuditorRespublica (Pty) Ltd · Midrand, South AfricaJan 2023 – Mar 2023
Reviewed student accounts and system data to identify discrepancies and control gaps; supported stronger data integrity across onboarding and account administration.
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Sales LeadRespublica (Pty) Ltd · Midrand, South AfricaJun 2022 – Dec 2022
Led a small sales team, tracked pipeline and conversion data, and reported performance metrics to management to support commercial decision-making.
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Sales RepresentativeRespublica (Pty) Ltd · Midrand, South AfricaJan 2022 – Jun 2022
Managed client accounts and sales pipeline data; developed foundational skills in data tracking, reporting and stakeholder communication.
Education
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BSc Honours in Information Technology (Data Science)EduvosData Science · 2026
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Bachelor of Science in Computer ScienceEduvosComputer Science · 2025
Skills
- SQL 2 to 5 years
- Data Analysis 6 to 12 months
- Data Engineering 6 to 12 months
- Data Visualization 3 to 6 months
- Python 2 to 5 years
- Machine Learning <3 months
- Auditing 6 to 12 months
- Classification <3 months
- NumPy 2 to 5 years
- Pandas 2 to 5 years
- scikit-learn 1 to 2 years
- DAX 2 to 5 years
- Reporting 2 to 5 years
- Data Governance 2 to 5 years
- Data Reconciliation 2 to 5 years
- R 5 to 8 years
- Data Quality 2 to 5 years
- Logistic Regression ( in progress ) 2 to 5 years
Tools / apps / platforms
- Microsoft Azure DevOps Services 3 to 6 months
- microsoft dynamics 365 ce 3 to 6 months
- Microsoft Excel 2 to 5 years
- Microsoft Fabric 3 to 6 months
- Microsoft Power BI 3 to 6 months
- Power Query <3 months
Languages
- English Fluent Speak
Projects
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Sales & Performance Analytics DashboardPower BI, DAX
Designed and published an interactive Power BI solution with structured data models, drill-through, bookmarks, tooltips, trend visualisations, automated alerts and subscriptions.
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Microsoft Fabric End-to-End Data PlatformMicrosoft Fabric, Lakehouse, Dataflows Gen2, PySpark, Semantic Models
Designed and built data pipelines using Lakehouse architecture and medallion architecture to consolidate and govern enterprise ERP/CRM datasets.
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Behavioural Churn & Probability Prediction ModelPython, R, Machine Learning
Built classification models using logistic regression to predict customer churn and payment probability from behavioural data.
Courses & certifications
- Agile Business Analysis
- Data Governance Fundamentals
- Relational Database Design
- Data Lake Fundamentals
- Advanced Analytics with Excel (ToolPak/Solver)
- Statistics and Hypothesis Testing for Data Science
- MB-910: Microsoft Dynamics 365 Fundamentals (CRM)
- Power BI A-Z: Hands-On Power BI Training for Data Science
- Power BI Master Class: Dashboards and Data Analysis
- Microsoft Fabric Data Architecture Mastery
🏆 Achievements & awards
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Golden Key International Honour Society member
Top 15% of academic achievers.
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Top Achiever: Academic Excellence Award · 2024
Eduvos award for BSc Computer Science, Block 2.
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Princeton Village Academic Award · 2023
Awarded for student initiative and leadership.
⚽ Extracurricular activities
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Golden Key International Honour Society
Member; top 15% of academic achievers.