Projects & Research
The work, in detail.
A scientific design archive — research, machine learning systems, spatial analysis, and AI applications. Links added as work is published.
Biostatistics & Clinical Research
FeaturedSpatial Modeling of Infant Mortality in Kenya
Final year research applying Generalized Linear Modeling and Geographically Weighted Logistic Regression to model infant mortality across Kenya using the 2022 KDHS dataset. Incorporated LISA and Moran's I for spatial autocorrelation diagnostics.
Biostatistics & Clinical Research
FeaturedCOVID-19 Digital Communication Study – Africa CDC
Scraped and analyzed Facebook and Instagram data across African countries to identify patterns in COVID-19 communication strategies. Findings presented at an international Africa CDC webinar.
Biostatistics & Clinical Research
Spatial Disease Surveillance – KEMRI Alupe
Applied spatial statistical methods at KEMRI's Alupe facility to visualize disease incidence patterns and model spatial autocorrelation supporting disease control planning in western Kenya.
Computer Vision & AI
FeaturedEduNav+ – AI Navigation System for the Blind
AI assistive navigation system for visually impaired students. Features real-time object detection, live OCR for reading classroom content, multilingual translation, and Braille-compatible outputs. Built for the STEM Hackathon for Persons with Disabilities.
Dashboards & Business Intelligence
FeaturedElectric Vehicle Industry BI Dashboard
Advanced interactive Tableau dashboard analyzing EV market trends, product adoption patterns, and regional demand. Won the Gomycode Tableau Hackathon, Nairobi 2024.
Infectious Disease Modeling
Infectious Disease Predictive Modeling
Built predictive models for infectious disease outbreak analysis as part of the JKUAT Hackathon. Applied ML techniques to historical disease pattern data for epidemiological forecasting.
Biostatistics & Clinical Research
Community Health Access Mapping – Ghana
Collaborated with Hamidu Health Center in Ghana on a QGIS-based project mapping community distances to medical facilities to support health access planning.