AI-Powered Voice Training and Assessment Systems
A voice-based simulation and assessment capability designed to support recruitment, training, coaching, and quality assurance.
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Systems built for real-world use.
The projects below are selected examples from a broader body of client work, not a complete project list. They are organised by the business capability each engagement created.
Selected examplesBroader portfolioContext / solution / impact
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AI systems
Connected language-model systems, interfaces, and intelligent workflows embedded in real operations.
Agentic operational workflow for Lighting Products and Fixtures
A development contribution to a partner-led Teams AI workflow connecting live stock, catalogue knowledge, and quotation support for retail staff.
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SKU Matching Across Fragmented Retail Data
A fine-tuned language model and entity-resolution system matching fragmented product records at scale.
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Predictive models
Forecasting and machine-learning systems that improve planning, estimation, and complex decisions.
Forecasting Service Costs for Vehicle Fleet
Vehicle-level forecasting that reduced service-cost prediction error by 44% against the baseline.
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Cattle Breeding Value Modelling
Ensemble genetic models improving selected breeding-value predictions by up to 55% over parental averaging.
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FMCG Sales Forecasting
Hierarchical forecasting enhanced with external drivers, competitor effects, and machine-learning sub-models for stronger commercial planning.
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Data engineering & analytics
Reliable pipelines and analytical interfaces that turn high-volume or unstructured data into usable insight.
Retail Member Activity Analysis
An AWS data pipeline translating high-volume purchase activity into actionable weekly member segments.
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Healthcare Analytics Dashboard
A real-time healthcare dashboard giving clinical and management teams earlier operational visibility.
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Text Mining and Survey Analysis
A multilingual NLP pipeline turning noisy open-ended survey feedback into structured, reportable themes.
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Automation & operational tools
Purpose-built workflows that remove manual effort and make recurring operational decisions more consistent.
Educational Data Processing Automation
Cloud reporting automation that reduced a two-day process to ten minutes across 55,000 students.
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B-BBEE Analytics Platform
An interactive compliance platform helping advisors explain B-BBEE performance and improvement paths.
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Optimised Field Worker Routing
An optimisation system balancing travel, workload, and location priority for recurring field operations.
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