At City of Johannesburg GICT, I led a project integrating Salesforce CRM with gaming transaction systems through Apache Kafka. The work delivered real-time AI-powered customer insights, improved customer retention by 25%, and reduced CRM response time by 60%.
At Merck (Africa Global Logistics), I led AI and digital transformation projects, including an AI-powered customer support chatbot with Human-in-the-Loop feedback. I also deployed an AWS SageMaker predictive analytics platform and used Power BI dashboards to make machine-learning outputs actionable.
I led enterprise data integration and Azure migration work using Denodo, Terraform, and Apache Kafka. I’ve also delivered customer service automation that reduced refund requests by 32% and saved R2.5 million in labour costs.

