AI Engineer | Applied ML & Health-AI Research
I build end-to-end machine learning systems and contribute to open-source scientific computing, with a focus on applying AI to real-world health and research problems. Based in Mbeya, Tanzania.
- 🔬 Coordinating a multi-institutional AI-powered antimicrobial resistance (AMR) surveillance platform — built its geospatial mapping dashboard solo (QGIS Server, PostGIS, Leaflet)
- 🌍 Open-source contributor to DIPY (neuroimaging analysis library) via Google Summer of Code, under NumFOCUS — dipy.org · Contributor page
- 🎓 Teach undergraduate programming, networking, and AI at Mbeya University of Science and Technology (MUST)
- 🚀 Founded and lead the MUST AI Hub & Signal Processing Club — 150+ members across 7 technical sub-groups
- 🛠️ Built an end-to-end IoT-to-insight pipeline (Raspberry Pi, Arduino, FastAPI, Scikit-learn/Random Forest) for the IEEE IAS Myron Zucker Undergraduate Design Contest
🧬 AI-Powered AMR Surveillance Platform
Coordinating a multi-institutional research initiative building an AI-driven system to support antimicrobial resistance surveillance in healthcare settings.
Python Machine Learning Data Pipelines
🧠 DIPY — Diffusion Imaging in Python
Contributing to DIPY, a Python-based scientific computing library for neuroimaging analysis, as part of Google Summer of Code under NumFOCUS.
Python Git Scientific Computing
📡 IoT-to-Insight Pipeline — IEEE IAS Design Contest
End-to-end pipeline: sensor data collection (Raspberry Pi 4, Arduino Uno) → FastAPI backend → Scikit-learn / Random Forest model for real-time insight generation.
Raspberry Pi Arduino FastAPI Scikit-learn
🏥 Nebro Healthcare
Production website + admin dashboard for a Tanzania-based medical equipment supplier, with a Supabase-backed CMS, live product catalog, and a CI pipeline (lint + Playwright smoke tests) — live at nebro.co.tz.
JavaScript Supabase CI/CD
👥 MUST AI Hub & Signal Processing Club Founded and lead a 150+ member student community organized into 7 specialized technical sub-groups covering AI, machine learning, and signal processing.
Python · FastAPI · Scikit-learn · Pandas / NumPy · Machine Learning · Git / GitHub · REST APIs