Anomaly detection and risk analytics
Identify unusual patterns, detect outliers, rank cases for review, and support fraud or operational risk workflows.
Machine Learning and Statistical Consulting
Advanced analytics for real business decisions.
MLS Analytics helps organisations turn complex data into practical insight through machine learning, statistical modelling, anomaly detection, forecasting, and decision support.
Risk and anomaly detection
Predictive modelling
Decision optimisation
Focus
ML + Statistics
Approach
Rigorous + Practical
Clients
Business & Industry
Projects
Custom analytics solutions
Academic foundation
Deep technical expertise with industry relevance.
Founded by a consultant with a joint PhD in Mathematical Statistics from Stellenbosch University and Bioscience Engineering: Mathematical Modelling from Ghent University.
That combination brings together rigorous statistical thinking, mathematical modelling, and modern machine learning, with a focus on solving applied business problems clearly and professionally.
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Services
Consulting services
Built for organisations that need rigorous quantitative thinking, not just dashboards.
Predictive modelling
Develop classification, regression, and forecasting models aligned with operational goals and business constraints.
Statistical analysis and experimentation
Design sound analyses, compare alternatives, quantify uncertainty, and improve decision quality with robust inference.
Custom machine learning solutions
Build bespoke models and analytic pipelines for domain-specific problems where off-the-shelf solutions fall short.
Decision support and optimisation
Translate complex model outputs into prioritisation, monitoring, and decision systems stakeholders can actually use.
Technical advisory
Review existing modelling pipelines, evaluate methodology, and strengthen analytic strategy for teams and organisations.
About MLS Analytics
Rigor, clarity, and business value.
MLS Analytics is designed for clients who want the depth of an advanced quantitative specialist with the clarity and responsiveness of an independent consultant.
The focus is on building solutions that are technically sound, well explained, and useful in practice, especially when data are messy, noisy, high-dimensional, or operationally complex.
- Strong mathematical and statistical foundation
- Modern machine learning capability
- Clear communication for business stakeholders
- Custom work tailored to the problem, not generic templates
Example positioning
Where MLS Analytics fits best
Insurance, finance, healthcare analytics, industrial modelling, operational analytics, forecasting, and technically demanding decision problems.
Example work
Toy projects and showcase areas
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Featured
Risk analytics
Fraud and anomaly detection prototype
A demonstration project showing how machine learning and statistical scoring can be combined to prioritise unusual cases for review.
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Forecasting
Demand or claims forecasting demo
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Toy project
Optimisation
Decision optimisation example
Illustrate how a scoring model or optimisation routine can improve prioritisation, triage, or resource allocation.
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Working style
Independent, technically deep, and tailored to the problem.
Whether the need is a one-off modelling project, an advisory review, or a longer analytics engagement, MLS Analytics is built to deliver focused expertise without unnecessary complexity.
Contact
Let’s discuss your problem.
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Location
Cape Town, South Africa
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