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Automation that ships.

Founder · clarus.africa

Clarus

Explainable AI-driven enterprise cyber decision-intelligence platform, commercialising my Master's research. Correlates multi-source security telemetry to prioritise enterprise-wide cyber risk and translates technical findings into transparent, business-contextualised recommendations for executives. Uses gradient-boosted ensembles selected for exact Shapley attribution — explainability as a property of the model, not a post-hoc bolt-on.

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  • Explainable AI
  • Decision Intelligence
  • Cyber Risk
  • Shapley Attribution

South African Reserve Bank

Identity & Access Automation Platform

End-to-end automation connecting SailPoint, Entra ID, Active Directory, Silverfort, and BeyondTrust PAM — covering service-account recertification, password-lifecycle alerts, and privileged-account governance, delivered through Power Apps/Power Automate on top of a PowerShell/REST API integration layer.

  • SailPoint
  • Entra ID
  • Silverfort
  • BeyondTrust
  • Power Apps
  • Power Automate

South African Reserve Bank

CSO Visibility Dashboard

Enterprise Power BI dashboard consolidating security and identity telemetry from Active Directory, Tenable Security Center, Silverfort, and BeyondTrust Password Safe into a single pane for CSO-level risk reporting.

  • Power BI
  • PowerShell
  • REST APIs
  • Tenable
  • BeyondTrust
  • Silverfort

South African Reserve Bank

AD Security Backlog Automation

A resumable REST API importer that converted an Active Directory security assessment into a fully governed Azure DevOps backlog (Epic → Feature → Stories), with validate/dry-run/rollback modes for safe re-runs.

  • Azure DevOps
  • REST APIs
  • PowerShell
  • Active Directory

South African Reserve Bank

Patch Compliance Data Pipeline

Azure Arc patch-compliance pipeline into Microsoft Fabric (Resource Graph → Lakehouse) with a 6-table history-preserving data model. Root-caused an Azure Resource Graph pagination defect that was silently duplicating rows.

  • Microsoft Fabric
  • Azure Arc
  • Resource Graph
  • Data Modelling

ABSA

Azure Arc Enterprise Migration

Led the migration of more than 8,000 Windows Servers to Azure Arc and lifted patch compliance from 69% to 95% through automation and risk-based governance — recognised with ABSA's 2022 Grand-Prize Kudos Award.

  • Azure Arc
  • Hybrid Cloud
  • Patch Management
  • Governance