Project Showcase
Exploring the intersection of innovation and technology
AfriRiseHub
🗂️ Web Development Completed📝 Overview
A CMS-powered opportunity hub for African youth — job boards, scholarships, and AI tools for growth.
🌟 Impact
Empowering African youth with centralized access to life-changing opportunities
🛠 Tech Stack
PHP, Laravel, MySQL, TailwindCSS, JavaScript
Loan Default Prediction
🗂️ Data Science Completed📝 Overview
This project aims to help lending institutions identify high-risk borrowers by predicting the likelihood of loan default using historical data. The project follows a full data science pipeline including data cleaning, EDA, feature engineering, model development, evaluation, and presentation. We use Logistic Regression to classify borrowers as likely to default (1) or repay (0) based on their financial and personal attributes.
🌟 Impact
Logistic Regression to classify borrowers as likely to default (1) or repay (0) based on their financial and personal attributes.; Logistic Regression to classify borrowers as likely to default (1) or repay (0) based on their financial and personal attributes.;
🛠 Tech Stack
Python, SEABORN,Pandas, Prophet, Matplotlib
CitiGuard
🗂️ Data Science Completed📝 Overview
Tok di Tru. Fix di System. CitiGuard is a citizen-led accountability platform designed for Sierra Leone. It allows people to safely report corruption, police misconduct, abuse of power, and systemic issues — all while empowering oversight through transparency, secure access, and data insights.
🌟 Impact
🔐 Anonymous Reporting with support for evidence (photos, audio, video); 📊 Admin Dashboard with charts and report metrics; 📁 PDF/CSV Export with filter options (region, district, date, etc.); 🗺️ Region → District → Chiefdom location mapping; 👥 Role-Based Access (Super Admin, Admin, Moderator); 📜 Audit Logs, Soft Deletes, and Admin Action Tracking; 🔎 Searchable Admin Panel with secure role management
🛠 Tech Stack
Python, Pandas, Prophet, Matplotlib
AI-Powered Study Companion
🗂️ AI Tools Pending📝 Overview
Built an AI chatbot tutor that adapts to a student's learning pace using natural language understanding.
🌟 Impact
Helped 50+ international students prep for exams interactively.
🛠 Tech Stack
OpenAI API, Node.js, Supabase, React
Smart Health Dashboard
🗂️ Health Analytics In Progress📝 Overview
Built a real-time data visualization dashboard for predicting patient readmission rates in hospitals.
🌟 Impact
Aimed to reduce readmissions by providing actionable insights to physicians.
🛠 Tech Stack
Python, Pandas, Seaborn, Streamlit
Accident Hotspot Prediction
🗂️ Data Science Completed📝 Overview
Predicted accident hotspots using geospatial clustering and time-series forecasting.
🌟 Impact
Helped NY City visualize critical crash zones and suggest interventions.
🛠 Tech Stack
Python, Pandas, Prophet, Matplotlib