I am a Geospatial AI Engineer and Data Scientist based in Abuja, Nigeria, specialising in building production-ready machine learning systems and geospatial intelligence platforms that address Africa's most critical development challenges.
My work spans the full data-to-decision pipeline, from satellite imagery ingestion and PySpark ETL on Azure Databricks, through spatial analysis with GeoPandas and Folium, to deployed Streamlit dashboards used by planners and policymakers.
- 🛰️ 10 live GIS dashboards, flood early warning, epidemic surveillance, conflict intelligence, urban planning, and more across Nigeria's 36 states and 774 LGAs
- 🏥 Healthcare AI, federated learning for cancer detection, malaria diagnosis at 97% accuracy on edge devices, maternal mortality risk scoring with SHAP explainability
- 💳 FinTech & Credit Risk, self-healing fraud detection with MLflow, SME loan default prediction, e-commerce pricing optimisation with causal inference
- ⚙️ MLOps practitioner, FastAPI microservices, Docker, MLflow experiment tracking, drift monitoring, shadow deployment, auto-rollback
- 🎓 Educator, TechCrest LMS built with Next.js, Firebase, and Tailwind CSS
10 geospatial dashboards. One platform. Live on HuggingFace.
| # | Dashboard | Domain | Live |
|---|---|---|---|
| 🌊 | Flood Risk Early Warning System | Climate & Disaster | ▶ Open |
| 🏥 | Healthcare Access Gap Analyzer | Public Health | ▶ Open |
| 🌾 | Agricultural Yield Predictor | Food Security | ▶ Open |
| 🚦 | Traffic Congestion Intelligence, Lagos | Urban Mobility | ▶ Open |
| ⚡ | Power Grid Outage Intelligence | Energy Infrastructure | ▶ Open |
| 💧 | WASH Access Monitor, 774 LGAs | Water & Sanitation | ▶ Open |
| 🌳 | Deforestation & Land Degradation Monitor | Environment | ▶ Open |
| 🦟 | Disease Surveillance & Epidemic Tracker | Epidemiology | ▶ Open |
| Conflict & Security Incident Analyzer | Peace & Security | ▶ Open | |
| 🏙️ | Smart Urban Infrastructure Planner | Urban Development | ▶ Open |
Stack: GeoPandas · Folium · PySpark · Azure Databricks · Azure Blob · Streamlit · Plotly · Scikit-learn
|
Federated Cancer Detection, Africa
Privacy-preserving cancer detection across 6 African hospitals. Patient data never leaves the institution.
Malaria Parasite Detection
YOLOv8 blood smear analysis, 45-second diagnosis at 97% accuracy deployable on Raspberry Pi.
Maternal Mortality Prediction
XGBoost + SHAP risk scoring for Nigerian PHCs with DHIS2-compatible REST API and SMS alerts.
Crop Disease Detection, Africa
Mobile-ready AI crop disease diagnosis in 45 seconds with treatment advice in Hausa, Yoruba, and Igbo.
|
Fraud Detection MLOps
Self-healing fraud detection: FastAPI + MLflow + drift monitoring + shadow deployment + auto-rollback.
SME Loan Default Prediction
ML ensemble predicting loan defaults for African microfinance banks with SHAP explainability.
E-Commerce Pricing Optimization
True promotion lift via causal inference, Bayesian A/B testing, and Monte Carlo simulation.
Bank Complaint Intelligence
Transforms 15k monthly complaints into smart routing, sentiment alerts, and PR crisis detection.
|
|
Road Accident Hotspot Analysis
KDE + DBSCAN hotspot mapping for Nigerian highways, evidence-based FRSC safety interventions.
Healthcare Facility Access
Travel-time gap analysis identifying underserved Nigerian communities for clinic placement.
Geospatial Analysis Projects
10 professional GIS analyses, urban heat islands, flood risk, deforestation, food security & more.
African Hospital Records Unification
Master Patient Index unifying records across 5 incompatible Nigerian hospital EHR systems.
|
Battery Health Prediction
SOH regression, RUL regression, and fault classification for EV and grid storage batteries.
Electricity Grid Failure Prediction
Predictive maintenance for Nigerian DisCos, 90-day failure forecasting with spatial risk maps.
Nigeria Job Market Intelligence
Real-time job market data pipeline, scraping, streaming, and analysing West Africa tech listings.
TechCrest LMS
Premium tech education platform with course management, progress tracking, and Firebase auth.
|
🛰️ Nigeria GIS Intelligence Suite (10 repos)
| Repo | Description |
|---|---|
| ng-flood-risk-system | Flood early warning, PySpark · Azure · Streamlit |
| ng-healthcare-access-analyzer | Healthcare gap analysis, PySpark · Azure · Streamlit |
| ng-agricultural-yield-predictor | Crop yield forecasting, PySpark · Azure ML · Streamlit |
| ng-traffic-congestion-lagos | Lagos traffic analytics, PySpark · Azure Stream · Streamlit |
| ng-power-grid-intelligence | Grid outage intelligence, PySpark · Azure Synapse · Streamlit |
| ng-wash-access-monitor | WASH access monitor, PySpark · Azure · Streamlit |
| ng-deforestation-monitor | Deforestation monitor, PySpark · Azure ML · Streamlit |
| ng-disease-surveillance | Epidemic tracker, PySpark · Azure · Streamlit |
| ng-conflict-analysis | Conflict intelligence, PySpark · Azure · Streamlit |
| ng-urban-infrastructure-planner | Urban planning, PySpark · Azure Digital Twins · Streamlit |
🏥 Healthcare & Public Health (8 repos)
| Repo | Description |
|---|---|
| federated-cancer-detection-africa | Federated learning cancer detection across 6 African hospitals |
| malaria-parasite-detection | YOLOv8 blood smear, 97% accuracy on Raspberry Pi |
| nigeria-maternal-mortality-prediction | XGBoost + SHAP maternal risk scoring with DHIS2 API |
| malaria-risk-prediction | ML malaria risk classification for Nigeria |
| std-prediction | STD risk prediction and analysis |
| Diabetes-Prediction-App-using-MAchine-Learning-and-Streamlit | Diabetes risk scoring Streamlit app |
| LIFE-EXPECTANCY-PREDICTION-MODEL-USING-MACHINE-LEARNING-AND-STREAMLIT | Life expectancy prediction with WHO data |
| african-hospital-records-unification | Master Patient Index across Nigerian EHR systems |
💳 FinTech, Risk & MLOps (5 repos)
| Repo | Description |
|---|---|
| fraud-detection-mlops | Self-healing fraud detection, FastAPI · MLflow · drift monitoring |
| sme-loan-default-prediction | SME loan default ensemble with SHAP explainability |
| ecommerce-pricing-optimization | Causal inference for true promotion lift |
| bank-complaint-intelligence | NLP complaint routing and PR crisis detection |
| ecommerce-bi-analysis | 50 BI analyses on synthetic e-commerce data |
🌍 Geospatial & Environmental (10 repos)
| Repo | Description |
|---|---|
| geospatial-analysis-projects | 10 professional GIS projects collection |
| road-accident-hotspot-analysis | KDE + DBSCAN hotspot mapping for FRSC |
| healthcare-access-gap-analysis | Travel-time healthcare access gap analysis |
| electricity-grid-failure-prediction | GIS + ML power grid failure prediction |
| agricultural-yield-forecasting | Satellite NDVI + LightGBM yield prediction |
| land-tenure-dispute | ML land parcel dispute detection system |
| deforestation-monitoring | Time-series satellite deforestation tracking |
| flood-risk-prediction | ML + GIS flood zone mapping |
| urban-slum-detection | Satellite ML informal settlement mapping |
| water-quality-mapping | WHO water quality analysis and borehole mapping |
🌾 Agriculture & Food Security (5 repos)
| Repo | Description |
|---|---|
| crop-disease-detection-africa | Mobile crop disease AI in Hausa, Yoruba, Igbo |
| crop-yield-forecasting | NDVI + LightGBM yield prediction, Streamlit |
| food-security-dashboard | IPC phase early warning for Northern Nigeria |
| market-food-security | GIS + ML food price spike prediction |
| land-tenure-conflict | ML land conflict risk assessment, Middle Belt |
⚡ Engineering & Infrastructure (5 repos)
| Repo | Description |
|---|---|
| battery-health-prediction | SOH, RUL, and fault classification for EV batteries |
| soc-prediction | Battery State of Charge regression pipeline |
| electricity-grid-failure | XGBoost grid failure and maintenance scheduling |
| power-grid-failure | 90-day predictive maintenance, Streamlit |
| lagos-traffic-commute-study | Statistical evidence study of Lagos road performance |
📊 Data Science & Analytics (7 repos)
| Repo | Description |
|---|---|
| nigeria-job-market-intelligence | Real-time West Africa tech job market analytics |
| nigeria-education-dashboard | Ministry of Education Streamlit dashboard |
| nigeria-maternal-mortality-prediction | Maternal risk scoring REST API |
| SOC-ANALYSIS | Security Operations Center analysis |
| Business-Intelligence-and-Analysis-using-Python | Comprehensive BI analysis using pandas |
| DataScience_Class1 | 24-day data science learning journey |
| techcrest | TechCrest LMS, Next.js · Firebase · Tailwind |
Languages
Machine Learning & AI
Geospatial
Big Data & Streaming
Cloud & MLOps
Dashboards & Frontend
I am open to research collaborations, consulting engagements, and open-source contributions in the areas of geospatial AI, public health data science, and climate-resilient technology for Africa.
📧 momahmoses@gmail.com | 📍 Abuja, Nigeria | 🌍 Available for Remote Collaboration