Diamant Samuel Gibango

Diamant Samuel Gibango

Data Analyst · SQL, Power BI, Microsoft Fabric & Python

Centurion, Gauteng, South Africa

@diamant_samuel_gibango

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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

  • Junior Business Systems Analyst
    Eduvos · Gauteng, South Africa
    Jun 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.

  • Junior HR Systems Analyst
    Eduvos · Gauteng, South Africa
    May 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.

  • HR & F&O Systems Administrator / HR Administrator
    Eduvos · Gauteng, South Africa
    Jan 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.

  • Full-Time Systems Auditor
    Respublica (Pty) Ltd · Midrand, South Africa
    Apr 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.

  • Part-Time Systems Auditor
    Respublica (Pty) Ltd · Midrand, South Africa
    Jan 2023 – Mar 2023

    Reviewed student accounts and system data to identify discrepancies and control gaps; supported stronger data integrity across onboarding and account administration.

  • Sales Lead
    Respublica (Pty) Ltd · Midrand, South Africa
    Jun 2022 – Dec 2022

    Led a small sales team, tracked pipeline and conversion data, and reported performance metrics to management to support commercial decision-making.

  • Sales Representative
    Respublica (Pty) Ltd · Midrand, South Africa
    Jan 2022 – Jun 2022

    Managed client accounts and sales pipeline data; developed foundational skills in data tracking, reporting and stakeholder communication.

Education

  • BSc Honours in Information Technology (Data Science)
    Eduvos
    Data Science · 2026
  • Bachelor of Science in Computer Science
    Eduvos
    Computer 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

  • Sales & Performance Analytics Dashboard
    Power BI, DAX

    Designed and published an interactive Power BI solution with structured data models, drill-through, bookmarks, tooltips, trend visualisations, automated alerts and subscriptions.

  • Microsoft Fabric End-to-End Data Platform
    Microsoft 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.

  • Behavioural Churn & Probability Prediction Model
    Python, 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

  • Golden Key International Honour Society member

    Top 15% of academic achievers.

  • Top Achiever: Academic Excellence Award · 2024

    Eduvos award for BSc Computer Science, Block 2.

  • Princeton Village Academic Award · 2023

    Awarded for student initiative and leadership.

⚽ Extracurricular activities

  • Golden Key International Honour Society

    Member; top 15% of academic achievers.

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