Jackson Mugwe
Featured Projects
Innovative technology solutions that transform industries and advance research
Wireless Blackbox for PSV Monitoring
An award-winning IoT system engineered for real-time monitoring of public service vehicles (PSVs) in Kenya. This blackbox captures critical driving data—acceleration, tilt, vibration, temperature—and transmits it to the cloud (ThingSpeak) for analysis. It features an emergency SMS alert system to improve road safety and accountability
Key Achievements
- Winner of IEEE Entrepreneurship Summit 2025
- 1st Runner-up in IEEE CAS Student Design Competition
- Real-time cloud data integration with ThingSpeak
Akili Dada - Brain Health ML Model
A machine learning pipeline designed to classify ADHD and predict biological sex using clinical datasets. Built for the WiDS 2025 Datathon, it utilizes XGBoost and SHAP for accurate and explainable results in mental health diagnostics
Key Achievements
- Developed for Women in Data Science (WiDS) 2025 Datathon
- SHAP-based model explainability implementation
- Advanced class imbalance handling techniques
Clinical Decision Support AI
AI-powered system that assists healthcare professionals in diagnosis and treatment planning.
Genomic Data Pipeline
High-performance data processing pipeline for genomic data analysis.
Technical Expertise
Technologies and frameworks powering innovative solutions
Software Engineering
AI & Data Science
Healthcare Technology
Let's Build Something Amazing
Ready to transform industries through technology? Let's discuss your next innovative project.