Multi-market African delivery
Delivered credit-risk, IFRS 9, portfolio and collections analytics in senior roles across multiple African financial-services markets.
About
Founder-led. Senior-delivered. Specialist by design.
Scientifique Analytics combines senior financial-services expertise, analytical rigour and practical implementation for decisions that carry real consequence.
Professional biography
Simba Maphapho
Simba Maphapho is the Founder and Lead Analytics Consultant at Scientifique Analytics, with more than 16 years of experience across financial-services analytics, credit risk, quantitative modelling, portfolio management and analytical decision systems.
His work has included IFRS 9 impairment modelling, credit decisioning, portfolio monitoring, collections analytics, model governance and analytics-platform development across multiple African markets.
His current technical work and postgraduate development also include Python-based data science, machine-learning methods and neural-network techniques.
Founder-led delivery
Senior expertise remains close to the work.
Client engagements are led directly by senior analytics expertise rather than being sold by a senior team and delegated entirely to junior delivery resources.
This keeps business context, technical judgement, stakeholder communication and implementation accountability connected throughout delivery.
Experience & credentials
Relevant depth, visible in seconds.
A concise view of the experience most relevant to high-consequence analytics and risk engagements.
16+ yearsCredit risk and financial-services analytics
Multi-marketAfrican financial-services experience
Credit risk & IFRS 9Modelling, impairment and decisioning leadership
Portfolio & collectionsMonitoring, segmentation and performance analytics
Model governanceMonitoring, controls and validation preparation
Analytical platformsProduct, workflow and automation development
Selected prior professional experience
Experience built inside demanding financial-services environments.
Before founding Scientifique Analytics, Simba delivered analytics and credit-risk solutions in senior roles across major financial-services organisations. The examples below reflect prior professional experience and should not be interpreted as Scientifique Analytics client engagements.
Analytics moved into operational use
Developed analytical platforms and repeatable workflows supporting model execution, monitoring and decision support in corporate environments.
Governance connected to decisions
Established monitoring, documentation and review practices that connected model evidence to policy, intervention and model-management decisions.
Why the consultancy exists
Because analysis only matters when it changes a real decision.
Many organisations have data, models and reporting. Fewer have the clarity, controls and analytical operating discipline to turn them into repeatable decisions.
Scientifique Analytics brings together strategic framing, technical work and implementation thinking so that analytical capability remains useful after the engagement ends.
Core expertise
A focused, connected capability base.
01Credit-risk analytics
02IFRS 9 modelling & implementation
03Credit scorecards
04Portfolio and collections analytics
05Model validation & monitoring
06Employer-risk assessment
07Decision systems
08Analytics automation
09Predictive modelling
10Machine-learning applications
Technical capabilities
PythonRSQL-based analytical environmentsStatistical modellingMachine-learning methodsNeural-network techniquesAnalytical automationModel documentationExecutive reporting
Registered company
A South African private company, built for serious work.
SCIENTIFIQUE ANALYTICS GROUP (PTY) LTD was registered on 7 April 2026 and is currently in business.
Legal entitySCIENTIFIQUE ANALYTICS GROUP (PTY) LTD
Registration number2026/274173/07
JurisdictionRepublic of South Africa
Company typePrivate company
Founder-led analytics advisory
Your data already contains the signals. We help you turn them into decisions.
Bring us the business question, model concern or operational challenge. We will help define a practical analytical route forward.