I'm a Computer Science student at JKUAT, passionate about Artificial Intelligence, Machine Learning, and Backend Development.
I’m driven by the vision of making Kenya a global leader in AI innovation through practical, impactful tech solutions.
Currently, I’m focused on building AI-driven systems, improving my MLOps and data engineering skills, and mentoring others in tech communities.
- 📈 Customer Churn Prediction & Retention System — XGBoost-based ML model for telco churn detection, wrapped in a FastAPI backend and Streamlit dashboard with SHAP explainability and retention recommendations.
- 🧠 Pneumonia Detection System — CNN + ResNet model for X-ray diagnosis, Flask backend for deployment.
- 🍌 Banana Ripeness Classification & Value Addition Platform — CV model + Django API + knowledge base for banana products.
- 🌾 Zaodoc – Maize Disease Detection — Transformer + CNN pipeline for early disease diagnosis in crops.
- 🧮 Spam Email Classification API — Flask API using TF-IDF and Random Forest for real-time spam detection.
- 🔢 MNIST Digit Classifier — Neural network trained on MNIST dataset for educational and benchmarking purposes.
- 🤖 LLM & Generative AI Experiments — Fine-tuning small-scale models and building Swahili-focused NLP tools.
- Deepen expertise in AI/ML, NLP, and MLOps.
- Build open-source AI projects that solve real African problems.
- Grow as a tech leader and mentor, inspiring more students to pursue AI.
- Contribute to AI policy and innovation efforts in Africa.
Languages: Python, SQL, JavaScript, C++
Frameworks: Django, Flask, PyTorch, TensorFlow, FastAPI
AI/ML: NLP, Computer Vision, Transformers, YOLO, OpenCV, Scikit-learn
Data Tools: Pandas, NumPy, Power BI, Matplotlib, Seaborn
Cloud & DevOps: Azure, Docker, CI/CD, Git, Postman, Insomnia
Databases: PostgreSQL, MySQL, MongoDB
- Organizing Secretary – ELP Tech Hub: Leading data science sessions and community mentorship (30+ weekly attendees).
- GDG JKUAT Track Lead – Data Science: Teaching data science fundamentals and guiding students through real projects.
- 📧 [email protected]
- 💻 Portfolio
- 🧠 GitHub
Let’s build the future of AI — one project at a time 🚀