/ Projects
Projects
Products, tools and experiments across AI, fintech and full-stack engineering. The first two have write-ups.
- Kenya Import Duty CalculatorPublic tool
- Estimates import duty on vehicles, motorcycles and machinery from the KRA CRSP schedules.
- Matches KRA's own template to six decimal places.
FastAPISQLiteNext.js
- MicroRootsKe ERPFrontend
- Interface for an ERP that runs AI-assisted microgreens production.
Next.jsTailwind CSSshadcn/ui
- Flashcards SaaS~50 users in week one
- GPT-4 flashcard generation with Stripe subscriptions.
- Real-time CRUD on Firestore.
Next.jsClerkFirebaseStripe
- AI Customer Support Chat BotAI
- Support chatbot with authentication and feedback.
- PostgreSQL and Prisma backend serving concurrent sessions at 99.9% uptime.
Next.jsPrismaPostgreSQLOpenAI
- Credit Card Fraud DetectionMachine learning
- Flags fraudulent transactions in a simulated set of 1,000 customers and 800 merchants.
- Handles class imbalance and feature selection.
Pythonscikit-learnPandas
- Brain Tumor ClassificationComputer vision
- Custom-trained neural network that classifies 1,000 MRI scans into three conditions.
- Drafts a report in under 200 ms.
PythonKerasNeural networks