Projects & Work
A selection of projects showcasing my experience in software engineering, machine learning, and system design.
Novel Affair
Open-source bookclub management mobile application
Key Features
- Book club group management with real-time discussions
- Yearly reading analytics (Spotify-style wrapped)
- Monthly book voting and recommendation system
- Reading progress tracking and goal setting
- Integration with Goodreads API for book metadata
- Event scheduling and reminder system
React Native MongoDB Node.js Express
Clinical RAG System
AI-powered consultation assistance system based on WHO standards
Key Features
- Real-time medical recommendation generation
- WHO guidelines compliance checking
- Patient history analysis and pattern recognition
- Drug interaction verification
- Treatment protocol suggestions
- Automated medical documentation assistance
Python LangChain OpenAI FastAPI PostgreSQL
Quickr
Modern cinema ticketing platform
Key Features
- Real-time seat allocation system
- Payment gateway integration
- Automated booking confirmation
- Custom admin dashboard
- Analytics and reporting
Next.js Node.js PostgreSQL Redis
Credit Scoring Engine for SMEs
ML-powered credit risk assessment system
Key Features
- Automated risk assessment
- API integration layer
- Real-time credit scoring
- Custom reporting dashboard
- Data validation pipeline
Flask Express MongoDB PostgreSQL Scikit-learn
Previous Work Experience
Rwanda Space Agency (2021-2023)
- Architected and implemented geospatial data processing pipelines
- Built environmental monitoring tools using satellite data
- Developed APIs for spatial data integration
Huza HR (2018-2021)
- Led development of enterprise-scale HR management system
- Designed and implemented automated payroll processing
- Built custom reporting and analytics dashboard