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local ~ $ get --profile
$ get work_experience
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Data and Analytics Lead
Africrest Properties
Nov 2024 - Present
- Architected and own the company's end-to-end data platform on Azure, engineering automated pipelines (Azure Synapse, Azure SQL) responsible for all data integrity, freshness, and performance.
- Solely built and manage the data transformation layer using dbt Core; orchestrated all dbt jobs via a self-hosted GitHub Actions runner in an Azure VM to create a tested, scalable single source of truth.
- Spearheading the research and development (R&D) of an agentic AI chatbot (utilizing RAG techniques) to automate and scale property-related inquiries on the company website.
- Partner directly with the C-suite and department heads to define the enterprise data strategy and establish business-critical KPIs.
- Lead all Power BI development, data modelling, and governance, building sophisticated reports that provide actionable insights into portfolio valuation, occupancy rates, and operational costs.
- Eliminated manual, multi-day reporting by automating the data stack, empowering teams with on-demand insights for faster, data-driven decision-making.
- Independently research, vet, and implement new technologies, continuously enhancing the company's data and IT platforms.
Analytics Engineer
Zutari
Jan 2024 - Nov 2024
- Engineered and deployed a containerised (Docker) data pipeline using Mage and Postgres to automate daily API data ingestion, replacing a high-priority manual Excel report.
- Led the end-to-end development of a new HR analytics solution, building the data pipeline to automate the transformation and consolidation of numerous disparate Excel sources.
- Played a key role in a large-scale data migration project, owning the critical source-to-target data mapping to ensure 100% data integrity.
- Developed and automated key Power BI reports connecting directly to production databases (Postgres, SQL Server) and vendor APIs.
- Acted as a Power BI Subject Matter Expert (SME) for the organization, providing strategic guidance on BI infrastructure, governance, and self-service vs. managed reporting.
- Conducted requirements gathering and as-is/to-be process mapping for core business functions, including a strategic project to standardise engineering design methodologies.
Business Intelligence Developer
Worldsview
Jan 2021 - Jan 2024
- Architected and executed the company's data governance framework, defining the end-to-end strategy for data quality, lifecycle management, and accuracy.
- Led and managed a portfolio of high-impact system and analytics improvement projects, coordinating departmental stakeholders to deliver solutions on time.
- Owned the full-cycle development of the enterprise BI suite, delivering and maintaining critical Power BI dashboards for the organisation across sales, finance, and operations.
- Governed the company-wide reporting catalogue, standardizing KPIs and metrics to create a single source of truth for executive decision-making.
- Acted as the lead system administrator and Subject Matter Expert (SME) for MS Dynamics 365 F&O, managing all configurations, security, and data integrity for the organisation.
$ get education
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Data Engineering
ExploreAI Academy
2023
Master of Engineering - Structural Engineering
University of Pretoria
2017-2020
- Dissertation applied advanced statistical analysis and modelling to evaluate and optimise material properties.
(Link to Publication)
Bachelor of Engineering (Hons) - Structural Engineering
University of Pretoria
2016
Bachelor of Engineering - Civil Engineering
University of Pretoria
2011-2016
- Awards & Honours: Golden Key Honour Society, Academic Achievement Award
$ get accolades
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Certifications
- AWS Certified Cloud Practitioner (badge)
- Cloud Computing.
- Big Data Analytics (Storing, Moving and Processing Big Data).
Awards
- AWS Certified Cloud Practitioner (badge).
- Cloud Computing.
- Big Data Analytics (Storing, Moving and Processing Big Data).
Publications
- Novel one-part fly ash alkali-activated cements for ambient applications (badge)