Projects
The Landmarks of Lagos 🌉
Classification
Skills: Python, Web Scraping, Exploratory Data Analysis, Feature Engineering, Machine Learning, Model Deployment, Django, Real Estate
The aim of this project is to build an application that can classify seven (7) popular architectural landmarks that can be found in Lagos state, Nigeria:
🦅The Landmarks of 9ja (Nigeria) 🐎
Classification
Skills: Python, Deep Learning, Convolutional Neural Networks, Transfer Learning, Model Deployment, Streamlit, Tensorflow
The aim of this project is to build an application that can classify eleven (11) popular natural & architectural landmarks that are in Nigeria:
Nigerian Native Headwear Detection
Object Detection
Skills: Python, Deep Learning, Convolutional Neural Networks, PyTorch, Yolov5
The purpose of this project was to use Object Detection (Computer Vision) detect some of the most popular traditional headgears worn in Nigeria namely;
Lagos House Rent Estimator
Regression
Skills: Python, Web Scraping, Exploratory Data Analysis, Feature Engineering, Machine Learning, Model Deployment, Django, Real Estate
An application that allows users to estimate the price for the rent per year of a residential property of their choice in Lagos state, Nigeria
Lagos Public Transportation Classification using AI
Classification
Skills: Python, Deep Learning, Convolutional Neural Networks, Transfer Learning, Model Deployment, Streamlit, Tensorflow
The aim of this project is to build an application that can correctly classify four main types of public transportation in Lagos state, Nigeria i.e Danfo bus, BRT (Bus Rail Transport), Okada bike and Keke Napep.
Lagos House Sales Estimator
Regression
Skills: Python, Web Scraping, Exploratory Data Analysis, Feature Engineering, Machine Learning, Model Deployment, Django, Real Estate
An application that allows users to estimate the price for the sale of a residential property of their choice in Lagos state, Nigeria
Dementia Prediction using Ensemble Machine Learning
Classification
Skills: Python, Ensemble Machine Learning, XGBoost, Feature Engineering, Machine Learning, Model Deployment, Django, Health
An application that allows users to predict the risk of a patient having dementia based from their MRI Scan and other medical data. Three types of Ensemble methods were performed to model the data .i.e Bagging, Stacking and Boosting.
:max_bytes(150000):strip_icc():format(webp)/Parkinsons-Disease-Symptoms-GettyImages-1091125296-2000-dee72c7d81a6465aab0d2f1955a8c7fb.jpg)
Prediction of Parkinsons Disease using Data from Microphone Recordings
Classification
Skills: Python, Feature Engineering, Machine Learning, Model Deployment, Django, Health
An application that allows users to predict the risk of a patient having dementia based from their MRI Scan and other medical data. Three types of Ensemble methods were performed to model the data .i.e Bagging, Stacking and Boosting.
Nollywood Movies Recommendation System
Recommender Systems
Skills: Python, Web Scraping, Feature Engineering, Machine Learning, Recommendation Systems, Model Deployment, Streamlit
A Content-based recommendation system that recommends Nollywood movies based on user's preference.
Sentiment Analysis of Customer Reviews on Two Airlines: Qatar Airways and Arik Air
Natural Language Processing
Skills: Python, NLP, Sentiment Analysis
I thought it would be interesting to examine attitudes toward two particular airlines and learn what people's opinions and/or feelings were regarding the airline Qatar Airways amd Arik Air
Recommending the nearest Nigerian Cities
Clustering
Skills: Python, Clustering, Recommender Systems, Web Scraping, Feature Engineering, Machine Learning
The purpose of this project was to extract 760 local governments in Nigeria and their locations (latitiude and longitude) and find their nearest cities using K-Means Clustering
Prediction of Lung Cancer from Survey Data
Classification
Skills: Python, Feature Engineering, Machine Learning, Health
Predicting if a patient has lung cancer based off answers from a survey using Machine Learning and structured data
Forecast of Employee Resignation using Machine Learning
Classification
Skills: Python, Exploratory Data Analysis, Feature Engineering, Machine Learning
An application that allows a firm to forecast if an employer would leave a company based off some data provided to us by the HR department of the company
English Football Trophy Analysis
Data Analysis & Vizualization
Skills: Python, Exploratory Data Analysis, Data Vizualization
An Exploratory Analysis on English Clubs who have won a Trophy
Nigerian Spotify Analysis
Data Analysis & Vizualization
Skills: Python, Exploratory Data Analysis, Data Vizualization
Exploratory Data Analysis of a subset of Nigerian Songs on Spotify
Comparision of Different Machine Learning Models on Schizophrenia Detection
Classification
Skills: Python, Exploratory Data Analysis, Data Vizualization, Machine Learning, Health
The purpose of this project to identify and compare how different models will predict whether a patient has schizophrenia or not based on FNC (functional network connectivity) features.
Jobberman Job-Search Spider
Software Engineering
Skills: Python, Backend, BeautifulSoup, Web Scraping
A python script that collects info about job skills and presents available jobs