🎓 Carnegie Mellon University Engineering Masters
🤖 AI/ML Solutions
🇷🇼 Rwanda-Based Excellence

World-Class Technical Excellence • Proven Local Experience • Enterprise-Ready Solutions

About Evolution Inc.

Evolution Inc. is a Carnegie Mellon University-founded technology company specializing in AI/ML engineering, full-stack software development, Data Engineering and Analytics, and cloud infrastructure solutions. Our team led by CMU Engineering Masters graduates delivers cutting-edge technology solutions across diverse industries and applications.

We combine world-class technical expertise with practical engineering experience, having contributed to various complex projects including AI-powered systems, cloud infrastructure, and enterprise applications for government and private sector clients.

98.56%
Average Model Accuracy
10+
Projects contributions
100%
On-Time Delivery

Value Propositions

🎯
Technical Excellence

CMU-trained team with proven AI/ML and geospatial expertise

⚡
Rapid Delivery

Agile development with proven project delivery track record

🛡️
Reliable Partnership

Local presence with international standards and best practices

💰
Cost-Effective

Competitive pricing with world-class technical quality

Core Expertise

🧠 AI/ML Engineering

Deep learning and machine learning solutions using TensorFlow, PyTorch, scikit-learn. Specialized in CNN, DeepLabV3+, Prophet algorithms with proven 98.56% classification accuracy in production systems.

☁️ Cloud Infrastructure & DevOps

AWS and Google Cloud Platform expertise including Docker, Kubernetes, Istio service mesh, automated CI/CD pipelines, and infrastructure as code using Terraform and CloudFormation.

📱 Full-Stack Development

Modern web and mobile applications using React, Node.js, Python Django/Flask, PostgreSQL, MongoDB. Cross-platform mobile development for iOS and Android with React Native and Flutter.

🛰️ Geospatial & Remote Sensing

GIS and satellite data processing using GDAL, PostGIS, QGIS, ArcGIS, with satellite imagery analysis from Landsat, Sentinel, and commercial providers. Spatial reference systems and geodetic frameworks.

🔧 Enterprise Integration

System integration and API development with RESTful services, GraphQL, microservices architecture, and enterprise-grade security implementation including OAuth 2.0 and JWT authentication.

Project Portfolio

Diverse technology projects across AI/ML, cloud infrastructure, and enterprise applications

🌊 AI-Powered Flood Damage Assessment
Deep learning solution for flood damage detection combining computer vision and semantic segmentation using satellite and aerial imagery.

Technologies Used:
  • 🧠 TensorFlow, PyTorch for model development
  • 🎯 CNN architecture achieving 98.56% classification accuracy
  • 🔍 DeepLabV3+ for pixel-level semantic segmentation
  • 📊 FloodNet dataset training and validation
AI Excellence
🏘️ Kigali Urban Growth Inspection System
Web-based inspection application for monitoring urban development and generating real-time compliance reports.

Technologies Used:
  • ⚛️ React.js frontend with responsive design
  • 🐍 Python Django backend API
  • 🗺️ PostGIS, GDAL for spatial data processing
  • 📱 Progressive Web App for mobile access
Urban Monitoring
🏙️ Multi-District Spatial Development Framework
Contributed to comprehensive spatial planning system for Rwanda's secondary cities with standardized geodatabase architecture.

Technologies Used:
  • 🗄️ PostgreSQL, PostGIS geodatabase design
  • 🗺️ ArcGIS Server, QGIS for spatial analysis
  • 📊 React dashboard with data visualization
  • ⚙️ ETL pipelines for data standardization
Multi-District Scale
🌦️ MeteoRwanda Intelligent Platform
Contributed to weather intelligence platform development for Rwanda's national meteorological service with real-time data processing.

Technologies Used:
  • 🐍 Python Flask/FastAPI for weather APIs
  • 📊 Time-series databases (InfluxDB, TimescaleDB)
  • 📱 React Native mobile application
  • ☁️ AWS cloud infrastructure deployment
Weather Intelligence
📊 Green Gicumbi Data Collection Platform
Environmental monitoring data platform with mobile data collection and automated reporting capabilities.

Technologies Used:
  • 📱 Flutter mobile app for field data collection
  • 🔥 Firebase backend with real-time sync
  • 📈 Chart.js, D3.js for data visualization
  • 🤖 Machine learning for data quality validation
Process Optimization
☁️ LLM-Powered Cloud Resource Management
Intelligent AWS cloud management system leveraging large language models for automated resource optimization and cost management.

Technologies Used:
  • 🤖 OpenAI GPT, LangChain for intelligent automation
  • ☁️ AWS SDK, Boto3 for resource management
  • 🐳 Docker, Terraform for infrastructure as code
  • 📊 CloudWatch, Grafana for monitoring
Cloud Infrastructure
🔍 GKE Anomaly Detection System
Sophisticated anomaly detection for Google Kubernetes Engine using advanced monitoring and prediction algorithms.

Technologies Used:
  • 📈 Prophet algorithm for time-series forecasting
  • 🌐 Istio service mesh with distributed tracing
  • ☸️ Kubernetes, Helm charts for deployment
  • 📊 Prometheus, Jaeger for observability
DevOps Excellence

Our Guiding Philosophy

✨ What Defines Us

Excellence is our standard, not our goal. We deliver solutions that exceed expectations because exceptional quality is embedded in our DNA.

🚫 What We Can't Do

Compromise on quality. We've tried to deliver mediocre solutions, but our commitment to excellence makes it impossible.

🤝 Our Promise

"Your vision, delivered with precision. Trust us to transform your ideas into exceptional reality."

Contact Information

Ready to deliver world-class AI-powered solutions for your organization

📧
Email
info@evolutioninc.rw
📱
Phone
+250 783 401 122
🌐
Website
www.evolutioninc.rw
📍
Location
Kigali, Rwanda

Partnership Ready: Available for consulting and project collaboration