IRENE BUSAH - Backend Developer & ML/AI Scientist
Certified Data, ML/AI Scientist transforming complex data into strategic insights.
Carnegie Mellon University | Kigali, Rwanda.
Portfolio Highlights
Showcasing my latest data science projects including stock analysis tools, market trend dashboards, and educational data explorations.
Research Projects & Quantitative Analytics
1
Healthcare Resource Allocation
Used geospatial analysis and ML to optimize Rwanda's health facility distribution for diseases like Malaria and HIV.
2
Hybrid Machine Learning for Intrusion Detection
Developed a model reducing false alerts and improving explainability with SHAP for network security.
3
Air Transport Demand in Ghana
Analyzed economic growth impact on air travel demand using regression models, informing policy recommendations.
4
Titanic Survival Prediction
Built ML models achieving 80.6% accuracy in predicting passenger survival, aiding data-driven insights.
Featured Projects
Stock Analysis App
Interactive dashboard for analyzing stock market trends and performance using Python.
Mobile Phone Price Comparison
Dashboard comparing phone prices and brand performance metrics across markets.
Fitness Market Dataset
Comprehensive dataset analysis of fitness industry trends and consumer behavior.
NYC Public School Test Results
Analysis of test score patterns across New York City's public education system.
Technical Skills
Python
Advanced data analysis, machine learning implementation, and automation.
SQL
Complex queries, database management, and data extraction.
Data Visualization
Creating insightful dashboards and interactive reports.
Machine Learning
Predictive modeling, NLP, and AI-driven solutions.
Backend Frameworks
Django, Node.js, Express, Spring Boot, API design & integration
Professional Certifications
1
Data Engineer Associate
DataCamp certification validating expertise in data engineering principles and practices.
2
Data Scientist Track
Comprehensive training in statistical analysis, machine learning, and data visualization.
3
Associate Data Engineer
Specialized certification in data pipeline development and management.
Work Experience
Software Engineer
Comprehensive Staffing Resources Ltd | Jan 2023 - Present
Building web applications, designing UI/UX, and developing technical solutions for clients.
Healthcare Resource Allocation
Used geospatial analysis and ML to optimize Rwanda's health facility distribution for diseases like Malaria and HIV.
Hybrid Machine Learning for Intrusion Detection
Developed a model reducing false alerts and improving explainability with SHAP for network security.
Education
Carnegie Mellon University
MS in Information Technology - Software & Data Engineering | Expected 2026
The African Leadership University
Bachelor's degree in Computer Science | 2024
African Science Academy
Cambridge International A-levels in Advanced Mathematics and Physics | 2020
About Me
Skilled in building scalable APIs and deploying predictive models using Django, Spring Boot, and Python. Passionate about solving complex problems and delivering user-centered solutions that drive measurable impact.
Explore my code repositories and projects
Connect with me professionally
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