I'm a Data Scientist from Nairobi, Kenya passionate about transforming data into actionable insights and building intelligent systems with machine learning and deep learning.
I enjoy tackling real-world problems through data, whether it's predicting financial risk, building recommendation systems, or exploring neural networks. I'm constantly learning, experimenting, and sharing my work as I grow in the field of AI.
- 📊 Data Scientist specializing in Machine Learning
- 🧠 Currently exploring Deep Learning and Neural Networks
- 🐍 Python developer with a strong focus on data-driven applications
- 📈 Passionate about predictive modeling, recommender systems, and AI
- 🌱 Always learning and building projects that solve real-world problems
- Python
- SQL
- Pandas
- NumPy
- Scikit-learn
- XGBoost
- TensorFlow
- PyTorch
- Keras
- Matplotlib
- Plotly
- Git & GitHub
- Jupyter Notebook
- VS Code
- Anaconda
Built and evaluated multiple machine learning models to predict loan approval risk using feature engineering, hyperparameter tuning, and model evaluation.
Developed a recommendation engine using collaborative and content-based filtering techniques to provide personalized movie recommendations.
A collection of end-to-end projects covering:
- Classification
- Regression
- Recommendation Systems
- Data Visualization
- Feature Engineering
- Model Evaluation
- Hyperparameter Tuning
- Deep Learning
- Neural Networks
- Computer Vision
- Natural Language Processing
- MLOps
"Data is only valuable when it becomes understanding, and understanding becomes action."