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! the foodbridge project is matches the donor to those in need using AI for the recommendations