Data Scientist and Machine Learning Engineer with hands-on experience in ML modelling, LLMs, NLP, anomaly detection, and multi-agent AI systems. Skilled in end-to-end workflows from data collection to production deployment — building reliable AI solutions for low-resource African environments. Founder of Bantaba AI and MarAcademy.
- Built and orchestrated multi-agent AI systems using CrewAI for business automation.
- Designed end-to-end workflows for lead generation, sales intelligence, and CRM-linked audits.
- Integrated agents into backend services (FastAPI, Django, Flask) for seamless production deployment.
- Collected, cleaned, and analysed large educational & financial datasets for student risk flagging and career recommendation models.
- Designed, trained, and evaluated classification/recommendation models; integrated results into dashboards.
- Automated end-to-end ETL pipelines — improving data processing efficiency by over 50%.
- Collected and analysed financial data to build ML models for payment systems.
- Designed and trained fraud detection models.
- Automated data pipelines to improve reliability and efficiency.
Socratic Tutor
Offline-first Socratic AI tutor for African learners. Fine-tuned Qwen3-0.6B on 307 Socratic conversations. 58MB APK, 100% offline on Android, 5–7s response time.
↗ socratic.hx-ai.orgAgentic Flow
AI-powered sales automation platform on CrewAI. Orchestrates agents for lead gen, website audits, and personalised pitches. 87 automated tests, 100% pass rate in production.
HexAI
Offline-first mobile app for community health workers to triage skin conditions. Uses on-device MedSigLIP + cloud MedGemma. Recognised at Google-sponsored Data Science for Health Ideathon across Africa.
↗ Google Research BlogManagement
ML-powered smart waste management system. Predictive modelling for waste collection optimisation and anomaly detection in waste generation patterns.
Price Predictor
Machine learning model for real estate price prediction. Feature engineering on property data, trained regression models, deployed for actionable market insights.
Suite
Two-site lead generation system for West African hotels — conversion audit service and 48-hour website builder. CSS art building, animated windows, WhatsApp-integrated forms.
↗ hotels.maracademyai.org