My work sits at the intersection of data engineering, cybersecurity, digital transformation, and business systems integration, with a strong focus on building platforms that are:
- π Secure by design
- π Data-driven and insight-focused
- π₯ Interoperable and healthcare-ready
- βοΈ Automated, scalable, and maintainable
- π‘οΈ Aligned with governance, risk, and compliance principles
- π Building metadata-driven ETL frameworks with Airflow, Python, PowerShell, SQL Server & Azure.
- π€ Exploring AI solutions for smarter decision-making and automation.
- π Developing BI solutions with Power BI, SQL Server & Azure.
- βοΈ Learning Cloud Engineering, DevOps, Containers & Infrastructure Automation.
- π Designing scalable, resilient, interoperable, AI-ready enterprise architectures.
- π Exploring AI, Cybersecurity & Modern Data Engineering.
- π΅ Building a PowerShell music library cleaner for deduplication and organisation.
- ποΈ Building cloud-native data platforms with scalable ETL/ELT pipelines.
| Project | Description |
|---|---|
| π₯ Healthcare Transformation Engine | Metadata-driven ETL engine for transforming data into HL7 FHIR resources. |
| π΅ MusicLibCleaner | PowerShell tool for organising and deduplicating music libraries. |
| π‘οΈ Retail Risk Assessment | NIST CSF 2.0 cybersecurity risk assessment for retail. |
| π NextTask | School management and academic task platform. |
| β»οΈ WasteCall | Waste reporting and collection management platform. |
| π Replenix | Merchandise management, inventory & pricing solution. |
- C# / .NET / ASP.NET Core
- PowerShell (Automation & System Scripting)
- SQL Server β’ Azure β’ Power BI β’ Azure Data Factory (ETL/ELT) β’ SSIS Integration
- Apache Airflow β’ AI β’ Data Engineering
- Data Governance β’ Risk Management β’ Cybersecurity β’ Compliance
- DevOps β’ Docker
Designing a modern healthcare ecosystem focused on:
- Patient-centred workflows
- Clinical data management
- Healthcare interoperability
- Secure multi-tenant architecture
Building scalable data pipelines using:
- Apache Airflow
- SQL Server
- Python
- PowerShell
- Metadata-based transformation rules
Exploring:
- Threat modelling
- Security architecture
- Incident response
- AI cybersecurity applications




