Data Science Portfolio

My Projects

A collection of practical projects in Data Science, Machine Learning, Artificial Intelligence, Business Intelligence, Python development and web applications.

Featured & Completed Work

05

Loan Approval Prediction

Machine learning application that predicts whether a loan application is likely to be approved.

PythonScikit-Learn PandasStreamlit
06

Customer Purchase Prediction

Predicts whether an online shopping session is likely to result in a purchase using supervised learning.

PythonRandom Forest Scikit-LearnStreamlit
07

Hotel Business Intelligence

Hotel analytics project combining booking data, exploratory analysis and machine learning to understand cancellation behaviour.

PythonPandas EDAMachine Learning
08

House Price Prediction

Regression model that estimates house prices from property characteristics and demonstrates an end-to-end ML workflow.

PythonRegression Scikit-LearnPandas
09

Movie Recommendation System

Content-based recommendation system that recommends movies using text features and similarity techniques.

PythonNLP Scikit-LearnStreamlit
10

Customer Churn Prediction

Classification application designed to identify customers who may be at risk of leaving a business.

PythonClassification Scikit-LearnStreamlit
11

Breast Cancer Prediction

Machine learning classification project demonstrating data preprocessing, model training and cancer prediction.

PythonScikit-Learn Classification
12

Diabetes Prediction

Predictive machine learning application for estimating diabetes risk from patient-related input features.

PythonScikit-Learn PandasStreamlit
13

Cancer Predictor

A practical machine learning prediction application focused on classification and model-driven decision support.

PythonMachine Learning Classification
14

Heart Disease Prediction

Classification project exploring machine learning methods for predicting the likelihood of heart disease.

PythonScikit-Learn Classification
15

Sentiment Analyzer

NLP application that analyses text and determines the sentiment expressed in user-provided content.

PythonNLP Text Analysis
16

Ontario Public Safety Board Portal

Full-stack public safety governance portal built with a modern frontend and Django backend architecture.

Next.jsTypeScript DjangoFull Stack
17

Shege Barber

Responsive business website project for a barbering service, focused on clean presentation and usability.

HTMLCSS Web Development
18

Professional Portfolio Website

Personal portfolio website showcasing data science, machine learning, software development and technical projects.

HTMLCSS JavaScriptGitHub Pages
19

Odunayo Portfolio

Personal web portfolio project developed to present professional information and technical work.

HTMLCSS Portfolio
20

Online Resume / Capstone Project

Online resume and capstone project demonstrating professional presentation and web development fundamentals.

HTMLCSS Web Development
21

Mobility Demand Intelligence

Interactive analytics dashboard exploring NYC taxi demand, revenue, geographic activity and trip-volume anomalies using scalable data processing.

PythonPySparkSQLStreamlitPlotly
22

Customer Purchase Predictor

Machine learning application that accepts customer activity details and predicts whether an online-store customer is likely to make a purchase.

PythonPandasScikit-LearnStreamlit
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Portfolio note: The project cards above link directly to the corresponding GitHub repositories. Add a Live Demo button only when you have a working deployed application.