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Kudakwashe Zvarevashe
Tactical and Analytics Engineer (Data Scientist) @SA Water
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WORK HISTORY
Tactical and Analytics Engineer (Data Scientist) @SA Water
Adelaide, AU
Data Management and Analysis: Utilize Azure Synapse for large-scale data warehousing to ensure data integrity, security, and accessibility. Implement advanced data analytics techniques to derive actionable insights from complex datasets, supporting operational and strategic decision-making processes.• Predictive Modeling and Machine Learning: Develop and deploy predictive models using Python and TensorFlow, focusing on forecasting water demand, Leak prediction and identifying potential system inefficiencies. Utilize Azure Databricks for scalable and collaborative model development, ensuring high-performance computations across large datasets.• Data Visualization and Reporting: Create dynamic reports and dashboards using Power BI and Grafana to visualize key performance indicators and trends, enhancing data-driven decision-making across the organization. Ensure that complex analytical results are understandable and accessible to stakeholders through effective data presentation.• Operational Analytics: Apply real-time analytics to monitor system performance using the PI system, enabling proactive maintenance and optimization of water distribution networks. Employ KNIME to integrate data from diverse sources, enhancing the accuracy and timeliness of operational insights.• Deployment and Maintenance of Analytical Solutions: Use RS Connect to deploy and manage R-based analytics solutions, ensuring they are scalable, secure, and efficiently maintained within the organizational infrastructure.• Collaboration and Innovation: Work closely with cross-functional teams to identify opportunities for process improvements and cost reductions through innovative data science applications. Participate in workshops and training sessions to stay updated with the latest data science trends and technologies.• Compliance and Best Practices: Adhere to industry standards and regulatory requirements in all data handling and processing activities.
EDUCATION
Durban University of Technology
Doctor of Philosophy - PhD, Information Technology
Midlands State University
Bachelor of Science - Information Systems
Jawaharlal Nehru Technological University
Master of Technology - MTech, Information Technology
SKILLS
ABOUT KUDAKWASHE ZVAREVASHE
At SA Water, our team leverages Azure Synapse and Python for data warehousing and predictive modeling, respectively—ensuring the integrity, security, and accessibility of critical data. Skillfully developing and deploying machine learning models, we focus on forecasting and efficiency within the complex water management systems.Utilizing Azure Databricks, we enable collaborative and scalable model development that drives operational and strategic decision-making. Our efforts in data visualization and reporting contribute to dynamic, actionable insights that empower the organization\'s data-driven culture and decision-making processes.
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