Analytics and BI delivery across Africa, the Middle East, UN migration operations, and multi-country security environments.
Senior Data Analyst and AI Developer with 8+ years of experience across security operations, UN migration, humanitarian programmes and insurance. I build BI platforms, ML models, automation workflows and practical AI tools that help leaders act on evidence.
My work sits between business problems and technical delivery. I design the data pipelines, dashboards, models and AI-assisted tools that make operational work easier to monitor, explain and improve.
I have worked with GardaWorld Security, IOM, CWS RSC Africa and Resolution Insurance Kenya. That experience brings together private-sector discipline, humanitarian accountability, donor reporting and practical automation.
Analytics and BI delivery across Africa, the Middle East, UN migration operations, and multi-country security environments.
Worked with governments, donors, UN agencies, NGOs, country analysts, operational leaders, and technical teams.
Focus on time saved, process improvement, risk reduction, data quality, and decision support for leadership teams.
A practical toolkit across BI, data engineering, machine learning, applied AI, automation and stakeholder leadership.
Dashboards, data models and executive reporting that make performance easy to understand.
Reliable pipelines and warehouse layers that turn raw data into trusted reporting assets.
Practical predictive models for risk scoring, forecasting, classification and decision support.
AI tools that help teams read documents, ask better questions and move faster without losing control.
Repeatable workflows that reduce manual effort and make reporting more dependable.
The communication and delivery discipline needed to turn analytics into adoption.
Four interconnected practices that cover everything from raw data to AI-enabled decision support — the complete toolkit of a modern data analyst and AI developer.
Statistical analysis, EDA, BI dashboards and people analytics — giving organisations a clear view of what happened and why.
Predictive models, anomaly detection, and ready to test and extend ML systems with explainability and real-time scoring APIs.
Intelligent ETL pipelines, workflow automation, and document processing systems that eliminate repetitive analyst work at scale.
LLM applications, RAG pipelines, computer vision systems, and generative AI tools deployed in real operational environments.
Use the pathway filters to jump between Analytics, ML, Automation and AI Lab work while keeping the original project structure intact.
Operational analytics with structured EDA, cleaning, modern visualisation, and business impact recommendations for decision makers.
Each project includes a problem statement, technical documentation, methodology breakdown, and a live interactive sandbox.
End-to-end pipelines and intelligent workflows that eliminate repetitive manual work — freeing analysts to focus on insight, not data wrangling.
Deep-dive AI experiments with demo datasets for safe exploration. Upload your own data to test solutions against your real-world context.
A progressive track record from claims analytics to regional BI leadership — every role delivering measurable operational impact.
Production-proven tools across analytics, ML, automation, cloud, and DevOps — built up over 8 years of delivery in complex multi-country environments.
Microsoft-certified across the full data engineering and analytics stack.
8+ years of delivery across six industries — from humanitarian operations to enterprise security and financial services.
The main portfolio stays simple. The War Room holds the deeper evidence: impact receipts, audience-specific paths, production readiness, architecture choices and case-study proof rooms.
Enter the organised review space for impact evidence, production readiness, case studies and stakeholder-specific navigation.
SB Sandbox LabOpen the project demo environment where each portfolio build can be explored through its own interactive sandbox.
HW How to use War Room in analyticsA practical guide for moving from questions and evidence to a clear analytics review path.
PM War Room Process MapOpen the process map that connects intelligence pipeline, evidence, field notes, readiness and deployment.
Short technical notes and practical reflections on analytics, AI and data products — written for teams that want to move from dashboards to decisions.
How RAG and browser-based document analysis can help teams review long documents with stronger data-protection principles.
Power BI and Microsoft FabricPractical notes on semantic modelling, reporting layers, data quality and building BI systems that leaders can trust.
Machine learning for business decisionsUse cases across churn, fraud, forecasting, HR analytics and sentiment analysis, with emphasis on action rather than model theatre.
I am open to senior data, BI, analytics engineering, applied AI, consulting and partnership conversations across Africa, the Middle East and global teams.