01 / Work
Selected
Work.
A working archive of projects across healthcare AI, natural language processing, and computer vision. Most are open-source and live on GitHub — a few are in active development.
Healthcare AI
Idoni — Scoliosis Screening Platform
Lead AI Developer. AI + IoT platform for early detection and monitoring of adolescent idiopathic scoliosis, in clinical validation with King Faisal Hospital, Rwanda. DenseNet121 + SVM hybrid (95% accuracy), ResNet50 Cobb-angle regression (3.4° MAE), ESP32 wearable, full Vercel + MongoDB stack.
NLP · Hackathon Winner
Unesis
Multilingual medical translation and diagnostic assistance for non-English speakers in low-resource settings. Translates symptoms and suggests preliminary diagnoses from text and image input.
Computer Vision
Pneumonia Detection from Chest X-rays
A CNN classifier reaching 89% validation accuracy on chest X-ray imagery, with a full preprocessing and augmentation pipeline.
Machine Learning
Online Fraud Detection System
Real-time fraud detection using ensemble methods and anomaly detection, designed for high-volume transaction streams.
NLP
Recipe Recommendation Chatbot
An NLP chatbot with semantic understanding and preference learning that recommends recipes conversationally.
Machine Learning
PM2.5 Time-Series Forecasting
Forecasting model for air-quality (PM2.5) prediction using historical data and statistical methods.
NLP
Public Sentiment Analysis
Hackathon project extracting sentiment and themes from public text data using NLP techniques.
Machine Learning
Hidden Markov Model
An HMM implementation for sequence prediction and pattern recognition tasks, with full probabilistic inference.