Data Science & Analytics
Exploratory analysis, predictive modeling, classification, forecasting, feature engineering, model evaluation, and insight presentation using Python, SQL, Pandas, Scikit-learn, and visualization tools.
Data Science • ICT Systems • LMS • Web Development
I am Toyin Ifeoluwa Farohunbi, a data scientist and ICT professional focused on practical solutions across analytics, Moodle LMS support, student portals, CBT operations, data protection, and professional website development.
About Me
My work sits at the intersection of data science, ICT systems, digital learning, and web development. I enjoy solving real operational problems, whether that means building a prediction model, supporting a Moodle-based learning environment, improving portal workflows, or developing a website that communicates clearly and professionally.
I have hands-on experience supporting university-style digital infrastructure without limiting myself to one area. My work includes LMS maintenance, student portal support, CBT technical assistance, online registration support, attendance platform management, website content management, and secure handling of institutional records.
I also bring a data science background with Python, SQL, machine learning, statistical analysis, dashboards, and storytelling. My goal is simple: build solutions that are clear, useful, reliable, and easy for people to use.
What I Do
I combine technical execution with documentation, user support, and a strong understanding of institutional workflows.
Exploratory analysis, predictive modeling, classification, forecasting, feature engineering, model evaluation, and insight presentation using Python, SQL, Pandas, Scikit-learn, and visualization tools.
Professional websites for personal brands, educational platforms, leadership hubs, campaign-style platforms, and organizations. This includes the latest YPC website project, with a focus on responsive design, clear content structure, and deployment readiness.
Moodle/LMS administration, e-learning support, assessment setup, learning-content sliders, Safe Exam Browser workflows, CBT support, and digital learning process improvement.
Student portal support, admission workflow assistance, Django-based systems exposure, online registrations, attendance platform support, and cross-department user support.
Privacy-aware data handling, access management, records confidentiality, data protection documentation, and NDPA-conscious institutional data practices.
Formal reports, proposals, project documentation, training notes, process explanations, and professional communication for technical and non-technical audiences.
Selected Projects
A professional website development project focused on presenting YPC clearly through structured pages, public-facing content, membership-style communication, project highlights, and responsive design.
The project strengthens my web development portfolio because it combines content organization, user-friendly navigation, visual presentation, and deployment-focused planning. It also reflects my ability to build websites for civic, community, leadership, and campaign-style initiatives without losing clarity or professionalism.
A lightweight iframe-based learning content slider built for Moodle pages to display educational images and lesson materials neatly inside courses.
The project improved how visual learning materials are presented inside LMS pages. It involved hosted slider files, URL-based image parameters, next/previous navigation, fullscreen support, mobile adjustments, and reusable iframe code for different topics.
Practical support for LMS-based tests, exam readiness, CBT workflows, student registrations, attendance records, and digital learning adoption.
This work covers operational support for Moodle assessments, Safe Exam Browser usage, student technical assistance, exam preparation, and recommendations for stronger digital infrastructure such as VPS hosting, improved network reliability, and dedicated CBT capacity.
A health-sector data science project using country-level TB burden indicators to explore mortality patterns and evaluate predictive relationships.
The project involved EDA, outlier checks, feature engineering, feature selection, predictive modeling, limitations analysis, and explainability using SHAP and XGBoost. The work supported policy-style recommendations around screening, treatment success, healthcare access, and risk indicators.
A customer churn prediction project for PowerCo, focused on identifying at-risk SME customers and translating model results into retention recommendations.
I analyzed customer and pricing data, engineered features around price sensitivity, built a Random Forest model, and evaluated a retention discount strategy for high-propensity churn customers.
A predictive analytics project identifying the major drivers of employee turnover and proposing a structured retention plan.
The work used EDA, Logistic Regression, Random Forest, ROC AUC, confusion matrices, and risk segmentation to support recommendations around pay, workload, management, and career development.
A banking analytics project exploring customer retention and attrition patterns across 10,000 customers.
I used Decision Tree and Random Forest classifiers, handled data leakage, reviewed feature importance, and produced recommendations for improving churn sensitivity and model reliability.
A clinical-style machine learning project analyzing patient health records to understand heart attack risk indicators.
The project compared Logistic Regression, SVC, Random Forest, XGBoost, and KNN, while balancing accuracy with interpretability. It produced recommendations around screening, ECG monitoring, lifestyle risk, and symptom awareness.
A leadership-focused web and brand project built around civic, business, and institutional development themes.
The project involved homepage copy, privacy content, brand positioning, visual direction, logo preparation, and website-ready content for a leadership development platform.
Skills
My skills cover data workflows, web implementation, LMS operations, and everyday ICT support for real users.
Python, R, SQL, Pandas, NumPy, Scikit-learn, XGBoost, SHAP, EDA, feature engineering, forecasting, classification, regression, model evaluation.
HTML, CSS, JavaScript, Django exposure, WordPress, Joomla, GitHub Pages, cPanel deployment planning, responsive design, website content management.
Moodle administration, e-course support, CBT assistance, Safe Exam Browser, student portal support, online registrations, attendance platforms, user training.
Data protection documentation, privacy-aware workflows, technical reports, formal proposals, stakeholder communication, training materials, process documentation.
Experience
Supporting LMS maintenance, portal operations, CBT processes, website content, online registrations, attendance workflows, and user support within a higher-education technology environment.
Supporting data protection awareness, confidentiality processes, records handling, access control thinking, and NDPA-aligned documentation for institutional data workflows.
Contributed to digital learning conversations covering Moodle improvement, cloud collaboration, VPS migration planning, network capacity needs, and CBT infrastructure recommendations.
Building project experience across health analytics, HR analytics, banking churn, time-series forecasting, professional portfolio sites, leadership websites, and YPC web development.
HarvardX Machine Learning exposure and applied project-based learning in Python.
Structured data science learning covering analytics, modeling, visualization, and project delivery.
Experience turning technical tasks into usable outputs, formal reports, and implementation-ready plans.
Contact
I am open to data analytics projects, educational technology support, website development, ICT documentation, and digital transformation work.