Applied AI · Machine Learning · Data Analytics
Hello, I'm Mustapha.
Engineering intelligent solutions for real-world challenges
With a multidisciplinary background in Computer Science, Information Technology, Artificial Intelligence and Data Analytics, I use data and AI to design practical solutions to complex problems. I focus on turning analysis into useful tools that support better decisions and measurable outcomes.
Applied AI
Machine Learning
Data Analytics
Decision Support
7+
AI, data and technology projects
4+
Years of professional experience
MSc
Artificial Intelligence
About me
Building my career at the intersection of AI and data.
My background spans banking, financial services and education, alongside hands-on work in AI, machine learning, data analytics, dashboards and data systems.
Through projects and industry programmes with Lenovo and the i-UG IBM i User Group, I have continued to build practical skills in research, analytics, problem-solving and solution development.
Technical skills
A practical toolkit for AI and data work.
Data Analytics
Data & Systems
Applied Development
Selected work
Projects I'm building and exploring.
A mix of AI, machine learning, data analytics and digital product work.
UK North Sea
01
Machine Learning · Energy & Sustainability
Explainable Spatiotemporal Machine Learning for UK Oil & Gas
Forecasting and anomaly detection of greenhouse-gas emissions intensity in UK North Sea oil and gas assets
A machine-learning project exploring how time-series, geospatial and operational data can be used to forecast emissions intensity, identify unusual patterns and explain the drivers behind model predictions across UK North Sea assets.
02
Machine Learning
AI Predictive Maintenance & Monitoring
An applied AI project for exploring equipment health, maintenance risks and operational alerts in the oil and gas sector. The proposed workflow covers data preparation, predictive modelling, monitoring and model evaluation.
03
Healthcare & AI
National Disease Control & Command Centre
A public-health command dashboard concept bringing together outbreak monitoring, hospital pressure, medicine availability, early-warning alerts and operational reporting. The project explores how data and AI-assisted insights can support faster, clearer decision-making.
04
Digital Product
KargoBridge Delivery Platform
A Nigeria-focused digital logistics platform concept designed around delivery discovery, booking, tracking and business delivery needs. It demonstrates product thinking, user experience and practical digital solution development.
View live project ↗
Healthcare AI · Intelligent Workflow
Aurion CareOps
A healthcare AI project exploring a safety-constrained patient-access assistant for Nigerian outpatient clinics. The concept combines Node-RED workflow orchestration, intent and risk classification, approved knowledge retrieval, safety controls and human escalation for low-risk administrative enquiries.
More projects
Supporting work
Data Systems
Student Database Management System
A structured relational database for storing, retrieving and maintaining student and academic information using core data-management operations.
Flow-Based Development
Node-RED Brewery Challenge
A practical challenge completed through the i-UG Node-RED education programme, focused on automation, logic and problem-solving.
Industry experience
Learning beyond the classroom.
Lenovo
Springpod Micro-Internship
Researched strategic challenges and opportunities in the evolving PC+ landscape and developed practical, AI-informed recommendations. The final report was recognised for its research, clarity, professionalism and innovative thinking.
i-UG IBM i User Group
Flexible Placement & i-ignite Programme
Gained practical experience with Node-RED and the IBM i ecosystem while developing a Health Command Centre application as part of a real-world micro project and industry-led learning programme.
Research & Analysis
Research and analytical work.
Selected analytical work across technology strategy and financial systems.
Lenovo PC+ Strategic Analysis
A strategic report exploring technology trends, business challenges, future opportunities and the role of AI in Lenovo's evolving PC+ era.
AI-Driven Fraud Detection in Financial Systems
A machine-learning research proposal exploring how data-driven models can help identify potentially fraudulent financial activity.
Professional experience
The experience behind my technical journey.
Relationship Manager
Sterling Bank NG
Managed client relationships, identified financial needs, explained product options and coordinated appropriate support while handling sensitive information responsibly.
Collections Specialist
FairMoney Microfinance Bank
Analysed customer circumstances, discussed manageable payment solutions, maintained accurate records and supported colleagues with procedures and best practices.
Relationship Manager
Unity Bank
Led direct sales agents, supported customer acquisition and loyalty activities, and prepared loan applications for underwriting review.
Class Teacher
Fabez Secondary School
Delivered structured lessons and individual guidance, adapting communication to different learner needs and working with parents and colleagues to support student development.
Education
Academic foundation and professional direction.
MSc Artificial Intelligence
University of Wolverhampton · United Kingdom
BSc Computer Science & Information Technology
Kampala University · Uganda
Contact
Let's start a conversation.
Open to Applied AI, Machine Learning, Data Analytics and technology opportunities, projects and collaborations.