Production Systems

All Systems

End-to-end intelligent systems across data engineering, AI/ML, and real-time analytics. Each demonstrates architecture decisions, pipeline design, and measurable business impact.

Bank Compliance Analytics Dashboard
GOVERNANCE · ANALYTICS

Bank Compliance Analytics Dashboard

Analytics Engineer

Power BI dashboards with dbt transformations. Real-time compliance monitoring for Kenyan banking regulations. Automated alerting for regulatory breaches.

IMPACT
95% reduction in manual compliance reporting
Power BIdbtPostgreSQLPython
JobScout KE — Automated Job Hunting System
AUTOMATION · STREAMLIT

JobScout KE — Automated Job Hunting System

Full Stack Engineer

Automated job aggregation system using Streamlit, Gmail API, Jooble API, Groq LLaMA, and Playwright. Multi-source scraping with Telegram notifications.

IMPACT
Automated job search across 7 platforms. Real-time notifications.
StreamlitGmail APIPlaywrightSQLiteTelegram Bot
Kijani Care 360 — Environmental Monitoring Platform
GEOSPATIAL · ETL

Kijani Care 360 — Environmental Monitoring Platform

Data Engineer

Geospatial ETL pipeline + PostgreSQL/PostGIS. Real-time dashboards tracking 10,000+ tree planting records across Kenya. FastAPI backend, React frontend.

IMPACT
Monitoring 10K+ environmental records in real-time
FastAPIPostgreSQLPostGISReactDocker
Kipaji Chetu — AI Adaptive Learning Platform
AI · EDTECH · DATA SYSTEMS

Kipaji Chetu — AI Adaptive Learning Platform

AI Engineer & Backend Developer

AI-powered personalized learning system with adaptive quizzes, real-time feedback, and teacher analytics. Built with FastAPI, PostgreSQL, and LLM integration.

IMPACT
Automated personalized learning and feedback system with adaptive difficulty and real-time analytics for students and teachers.
FastAPIPostgreSQLSQLAlchemyGroqEdge-TTSJavaScriptDocker
Safari Scout — AI Travel Assistant
RAG · AI SYSTEMS

Safari Scout — AI Travel Assistant

AI Engineer & Data Scientist

LangChain + Weaviate vector database RAG pipeline. Semantic search across 2,000+ curated Kenya travel experiences. Deployed FastAPI backend + Next.js frontend.

IMPACT
Reduced travel research time by 70%. Processed 2,000+ curated experiences with 94% retrieval accuracy.
LangChainWeaviateFastAPINext.jsRAGOpenAI
Apex Movies — Movie Discovery App
WEB · REACT

Apex Movies — Movie Discovery App

Frontend Developer

Movie discovery platform with search, filtering, and detailed information using TMDB API.

IMPACT
Clean UI for movie browsing
ReactREST APITailwind CSS
Bolmax Store — E-commerce Platform
E-COMMERCE · FULL STACK

Bolmax Store — E-commerce Platform

Full Stack Developer

Complete e-commerce solution with product catalog, shopping cart, and payment integration.

IMPACT
Full-featured online store
ReactNode.jsMongoDBStripe
Earthquake Data Pipeline
REAL-TIME · ETL

Earthquake Data Pipeline

Data Engineer

Real-time ETL: USGS API → PostgreSQL. Apache Airflow orchestration. Live Grafana dashboards for global seismic monitoring and trend analysis.

IMPACT
Processing 100+ daily seismic events globally
PythonPostgreSQLAirflowGrafanaSQLAlchemy
Kenya Food Price Tracker
PYSPARK · ECONOMICS

Kenya Food Price Tracker

Data Engineer and Analyst

PySpark scraping pipeline tracking food prices nationwide. Time-series forecasting models. Real-time Grafana economic intelligence dashboards.

IMPACT
Tracking price trends across 50+ food categories
PySparkPostgreSQLGrafanaPandas
Market Research AI Assistant
AI · INTELLIGENCE

Market Research AI Assistant

AI Engineer

LangChain + OpenAI Function Calling pipeline processing 1,000+ market reports. Identified 12 new market niches for gaming and retail clients.

IMPACT
60% reduction in market research time
LangChainOpenAI APIFastAPIPython

System Categories

Systems organized by technical domain and capability.

AI & ML
6 systems
Data Engineering
4 systems
Real-time
1 systems
Analytics
3 systems
Geospatial
1 systems