Kenneth Nyangweso
Data Scientist | Machine Learning & AI Engineer | Graduate Electrical & Telecommunications Engineer with experience building impactful AI solutions.
Projects
Featured
Experience
AI Engineer | MLOps Enthusiast
📡 About Me
I'm Kenneth Nyangweso, a Data Scientist & AI/ML Engineer with a background in Electrical & Telecommunications Engineering. I have built end-to-end machine learning solutions from computer vision and NLP to predictive analytics and geospatial risk.
My passion lies at the intersection of robust engineering and algorithmic innovation. I've delivered models that achieve high accuracy in real-world situations for tumor detection, predict customer churn, and forecast aviation accident trends. I'm committed to building AI solutions that make a real-world impact.
⚙️ Technical Skills
Programming Languages
ML & Deep Learning
Data & Visualization
Tools & Platforms
⭐ Featured AI/ML Projects
Brain Tumor MRI Classification
CNN-based ensemble model (DenseNet, ResNet-50, EfficientNet) for automated tumor detection from MRI scans.
Hate Speech Detection
DeBERTa-based transformer model for detecting toxic content and hate speech in social media.
Customer Churn Prediction
Machine learning models (XGBoost, Random Forest, Logistic Regression) predicting customer churn.
Flood Risk Analysis with GIS
Spatial analysis and ensemble ML for flood risk mapping and prediction in Kenya.
Aviation Accidents Forecasting
Time series forecasting of aviation accident trends using Prophet, ARIMA, and Tableau visualization.
🤝 Let's Connect
Open to collaborations, AI research, or engineering roles. Reach out anytime!