Portfolio

Kindly check my Data Science portfolio or my GitHub profile for a fuller version.

Here are some of the projects I’ve worked on (and still working on).

CSA project on predicting laptop price

Help buyers make a decision on the best laptop to purchase by providing their preferred OS, screen size, RAM and storage preference.

Python CatBoostRegressor

Lagos Rent Prediction Web app (EazyRent)

Scrape data for rental apartments in Lagos from PropertyPro and Nigeria Property Centre and then develop a machine learning model that helps house seekers in Lagos have an idea of how much it would cost them to rent an apartment in locations around Lagos.

Python FastAPI CatBoostRegressor Web Scraping Regression

Summarising text Using BART and T5

In this project I will explore text summarization models BART and T5 to achieve automatic summarization.

Python Transformer Text Summarisation

Customer Segmentation

Develop a clustering algorithm to help a supermarket owner create target groups for his customers. This would help him know what age to target which product.

Python KMeans Clustering Unsupervised

Loan Prediction

A classification project to reduce the tedious process of ascertaining if a person will be offered loan or not. Models used are, LogisticRegression, DecisionTreeClassifier, RandomForestClassifier and AdaBoostClassifier.

Python AdaBoostClassifier Classification

Linear Regression on Lagos Rent

Scrape contents from nigeriapropertycentre and build a regression model to predict the housing price (rent) in Lagos.

Python Scikit Learn Web Scraping Regression

Exploration of Prosper Loan

It all started with the question: Why would someone borrow money and refuse to pay back?

Python Exploratory Data Analysis

No-show Appointment Booking

Investigating the No-show appointment booking from 100k medical appointments in Brazil and is focused on the question of whether or not patients showed up for their appointment.

Python Exploratory Data Analysis

Exploratory Data Analysis on Titanic Dataset

In this project I went through the general data analysis process using pandas, numpy, seaborn and matplotlib.

Python Exploratory Data Analysis


Do you like my work or find value in the things that I share here or anywhere else and you want to work with me, or just hangout? Feel free to reach out on Twitter, via e-mail or LinkedIn.

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MLIT by Ndcharles

Hi! My name is Ndcharles and this is MyLifeInTech. Here I write on my journey in tech; from general tech to trying to master data science and tech products.

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