Computer Vision Research
Multi-Object Tracking for Passenger Counting
A real-world MOT benchmark from live Lagos bus footage, with failure forensics driving targeted engineering fixes. My current M.Sc. research at NITech.
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All Projects
A fuller selection of my work across data science, machine learning, computer vision and business intelligence, from research prototypes to production dashboards.
Computer Vision
Bus Passenger Counter
A real-time line-crossing and polygon counting pipeline that surfaced ID-switching as the main source of overcounting, the finding that motivated the research above.
AI · NLP
AI-Powered Data Analysis Chatbot
A GPT + LangChain interface over LAMATA operations data, letting non-technical staff query KPIs in plain language, no SQL required.
Machine Learning · EU Horizon
eBRT2030 Corridor Feasibility
A model ranking optimal electric Bus Rapid Transit corridors in Lagos from congestion, land-use, density and accessibility data.
Machine Learning
Sentiment Prediction Model
A hybrid ML + deep-learning classifier for brand-reputation and customer-feedback monitoring with strong real-world accuracy.
Financial Analytics
Stock Price Prediction (Monte Carlo)
A simulation framework forecasting Microsoft (MSFT) prices with probabilistic risk bands to support investment decisions.
Business Intelligence
Real-Time Bus Operations Dashboard
A Power BI dashboard surfacing live ridership, revenue and service KPIs across LAMATA operations.
Environmental Analytics
Lagos Air Quality Analytics
Real-time PM2.5 analysis from Lagos’ first statewide monitoring network, translating sensor data into policy insight for the EPIC UChicago fund.
Data Engineering
SQL Agent with Forecasting
An AI SQL agent (Miksi) answering natural-language questions over relational databases with a custom forecast function.
Power BI
Financial Statements in Power BI
A dynamic report presenting income statements, balance sheets and cash flow with drill-through for executive reporting.
Power BI
Profit & Loss Report in Power BI
An interactive P&L with variance analysis, budget-vs-actual comparison and time-intelligence for month-over-month insight.
EDA
Data Visualisation & Exploratory Analysis
Advanced Python visualisations uncovering patterns, correlations and anomalies across complex multi-variable datasets.