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Work Background
ArealyticsSenior Data Engineer
Nov. 2023Cape Town, Western Cape, South Africa · HybridAt Arealytics, I stand at the forefront of transforming commercial real estate data into actionable insights. Our startup is dedicated to pioneering unprecedented solutions in the industry. In my capacity as Senior Data Engineer, I work on the enhancement of our cloud-based data platform, empowering commercial real estate professionals across Australia and Asia. My key contributions include the successful integration of Databricks on AWS with the medallion architecture, markedly improving our data processing capabilities and the quality of insights we deliver. I place a high premium on data integrity, implementing rigorous validation and cleansing processes to ensure the utmost reliability of our information. Leading and mentoring a dedicated team of engineers, we have introduced machine learning models to automate and streamline workflows, significantly elevating efficiency and accuracy. In close collaboration with the CTO, I address complex data challenges with scalable and innovative solutions, constantly pushing the boundaries of Arealytics' data capabilities.
Amazon Web Services (AWS)Cloud Engineer: Data Insights Analytics
Aug. 2021 - Dec. 2023Cape Town, Western Cape, South AfricaAs an AWS Cloud Engineer, I have had the privilege of taking on significant responsibilities in assisting top global companies with their cloud analytics infrastructure. My role encompasses a diverse set of skills, with a primary focus on customer support, technical assessment, data engineering, and architecture. One of my areas of specialization is working with Amazon Redshift and Redshift Serverless. With petabytes of data at stake, I set up and support architectures that effectively manage the workload, maximizing the potential of these powerful services. Additionally, I actively contribute to the execution of improvements for Redshift and other AWS services, staying at the forefront of cutting-edge technologies.
InvestecData Engineering Enablement Lead
Sep. 2019 - Jul. 2021South AfricaAs my expertise grew, I was entrusted with the role of Data Engineering Enablement Lead, where my primary focus was on moving the organization towards the cloud. I worked with complex technologies such as YAML, Bicep, Azure Data Lake, and Azure Synapse, leveraging my experience to design and develop architectural standards and analytical data structures. My work emphasized scalability, security, and performance optimization, ensuring that data solutions were robust and future-proof. I worked closely with the team to design and implement cloud-native solutions, following architectural patterns such as Distributed Data Mesh (DDM). My contributions ensured a smooth transition from on-premises environments to the cloud, empowering the organization with the benefits of scalability, flexibility, and enhanced data accessibility.
InvestecData Engineer
Nov. 2017 - Aug. 2019sandtonI have had the privilege of taking on a diverse range of responsibilities and playing a crucial role in driving data-driven initiatives. One of the key aspects of my role was implementing various Azure cloud solutions to support the business's reporting needs effectively. Leveraging cutting-edge technologies such as Azure Data Factory and Azure Synapse, I ensured cost-effective reporting and seamless data integration, enabling the organization to make informed decisions. Building on my proficiency in cloud technologies, I actively engaged in implementing business intelligence (BI) solution frameworks using industry-standard methodologies like Kimball and Inmon. These frameworks provided end-to-end BI projects, generating actionable insights that fueled data-driven decision-making throughout the organization.
Standard Bank GroupSQL Server Database Administrator
Jul. 2015 - Oct. 2017
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