Work, research and corporate milestones
A public record of what has been built, studied and documented across the three operating divisions.
Selected engagements
Predicting academic performance with supervised machine learning
A supervised learning study predicting student academic outcomes from behavioural, demographic and assessment data, delivered with a full interpretability and limitations report.
Sythencial: operating an AI-assisted media channel at daily cadence
An owned digital media hub run on a nine-stage AI-assisted production pipeline covering research, scripting, voice, edit, packaging and publishing — with two human review gates.
Turning discretionary trading into a documented risk framework
Market structure research consolidated into a written, rule-based system with explicit position sizing, correlated-exposure caps and a drawdown ceiling enforced independently of the trader.
Building the Digital Enterprise Ecosystem
A single architecture carrying the public corporate site, a role-secured staff operations portal and an automated enquiry and partnership intake pipeline.
Completed research projects
Ten projects spanning statistical literacy, urban mobility, healthcare inventory, queuing systems, consumer behaviour, financial modelling, education and streaming data. Titles are shown here; full papers and findings are not published on this page.
Household finance & statistical literacy
Statistical Literacy and Its Impact on Household Financial Decision-Making: An Empirical Study in Urban Lagos
Urban mobility & statistical modelling
Statistical Modeling of Urban Commuter Travel Time and Traffic Delay Factors Using Generalized Linear Models
Healthcare operations research
Application of Stochastic Inventory Control and Reorder Point Modeling for Essential Drugs in Public Tertiary Hospitals
Banking operations research
Application of Multi-Server Queuing Theory to Optimize Customer Service Delivery in Commercial Banks: A Study of Selected Branches in Port Harcourt
Financial data science
Predicting Stock Market Trends using Machine Learning
Service operations research
Application of Queuing Theory to minimize customer waiting time
Consumer analytics
Cluster Analysis in Consumer Behavior
Demography & economic analysis
Statistical Analysis of the impact of Birth and Death Rate on the Nigerian Economy from 2000-2015.
Educational data science
Application of Machine Learning Techniques in Predicting Students' Academic Performance: A Case Study of University of Port Harcourt
Streaming data & anomaly detection
DESIGN AND EVALUATION OF ADAPTIVE ALGORITHMS FOR REAL-TIME ANOMALY DETECTION IN STREAMING DATA
Whitepapers and methodology notes
Research output is documented for review. Full papers are released on request during an engagement discussion.
Predicting Academic Performance with Supervised Machine Learning
Available on request · GOSPELTRADER Research
Retention-First Scripting: A Framework for Automated Video Channels
Available on request · GOSPELTRADER Research
Volatility Regimes and Position Sizing in Currency Markets
Available on request · GOSPELTRADER Research
Reproducible Research Pipelines for Small Institutional Data Teams
Available on request · GOSPELTRADER Research
Infrastructure progress
Foundation & Brand Identity
Secure digital real estate, corporate email architecture, brand asset deployment and legal compliance pages.
Core Web & Portfolio Architecture
Homepage, specialised division showcases, case study hub and full cross-device responsiveness.
Internal Operations Portal
Secure staff dashboard, document templates, project boards and the corporate resource repository.
Partnership & Acquisition Pipeline
Proposal portal, intelligent inbound intake, scheduling workflow and CRM pipeline tracking.
Launch, Testing & Optimisation
End-to-end QA, security and SSL audit, public rollout and performance analytics instrumentation.