Data Scientist & BI Analyst · Mathematics foundation · Production system owner
🧑💻 click to reveal — me, in 1s and 0s
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My work spans production dashboards, OCR automation, executive reporting, mathematical modelling, and competition-grade machine learning across African business, language, climate, and finance problems.
- 🎓 BSc Mathematics and Modelling Processes
- 🧠 Built production OCR, dashboard, and reporting systems used in live operations
- 🏥 Applied data science to healthcare claims — fraud detection, data quality, anomaly detection
- 🧪 30+ Zindi competitions · 9 top-10 finishes across NLP, climate, finance, and agriculture
- 🌍 Based in Nairobi, Kenya
| System | What it does |
|---|---|
| Fuel Extractor System (OCR + WhatsApp) | Drivers submit fuel/maintenance receipts; PaddleOCR extracts structured data into Supabase — eliminated manual entry, live odometer tracking |
| Weekly Executive Reporting Automation | ~23-chart PowerPoint decks auto-generated weekly across two departments |
| Operations Scoreboard | Real-time dashboard tracking technicians, dispatchers, and PMs — used in daily standups |
| Warehouse Management System | Full-stack app tracking material intake, stock levels, and issuance with full audit trail |
- 🥈 Rank 2 / 323 — To Vaccinate or Not to Vaccinate (NLP)
- 🥈 Rank 2 / 279 — COVID-19 Tweet Classification Challenge (NLP)
- 🎯 Rank 9 / 564 — Ghana's Indigenous Intel Challenge — Rainfall Forecasting
- 🎯 Rank 4 / 88 — Measuring What Matters Proposal Challenge (ITU, Climate)
- 🎯 Rank 2 / 23 — Adaptation Atlas Data Storytelling — Rainfall
Domain coverage: Analytics · NLP · Climate · Finance · Agriculture · Computer Vision · Healthcare · Telecom
- ebola-seird-intervention-optimizer — SEIRD compartmental epidemic model with hospitalization & burial mechanisms
- Mpesa-Loan-Default-Model — Credit risk scoring from M-Pesa mobile money statements
- Tala-Sentiment-Analysis-Dashboard — NLP sentiment analysis on app reviews
- sierra-leone-spatial-demographics — Reproducible R geospatial pipeline
- competitor-price-monitoring-dashboard — Power BI dashboard on Kenyan lending market