Building transparent Machine Learning systems and scalable web applications.
Currently specializing in Computer Vision and Transformer models.
📍 Nairobi, Kenya
- 📄 Resume: Download PDF
- 📜 Certifications: 10+ Kaggle Certificates
- 🤗 Models: https://huggingface.co/iwamu/bert-data-analyst-matcher
Problem: Most AI hiring tools act as "black boxes," leaving recruiters unsure why a candidate was recommended.
Solution: Built a three-tiered SBERT matching system that ranks resumes and provides transparency through automated skill-gap analysis.
Problem: Urban food waste due to inefficient redistribution logistics.
Solution: A secure redistribution platform connecting businesses with charities using a decoupled architecture.
- Highlights: Implemented Django Knox for secure authentication and a responsive React + Tailwind UI.
- Links: GitHub Repository
Problem: Functional task management (to-do) application where users can add, edit, delete and prioritize tasks.
Solution: Task Management System offering a comprehensive set of features to keep you organized incorporating secure login via Google,Facebook and Email/Password using Firebase Auth.
- Links: GitHub Repository
| Category | Tools & Technologies |
|---|---|
| AI & ML | Python, SBERT, PyTorch, Scikit-learn, Computer Vision (CNNs) |
| Data Engineering | Advanced SQL (Window Functions), Pandas, NumPy |
| Full-Stack | React, Vite, TailwindCSS, Django |
| DevOps/MLOps | Hugging Face Hub, Streamlit, Git, Firebase |
⭐ If you find my work interesting, feel free to explore my repositories or reach out for collaboration!