Databel Customer Churn
Exploratory data analysis and logistic regression to predict churn in a telecom dataset.
- Python
- Pandas
- Logistic Regression
Projects
A selection of my work across data analytics, web and beyond. Click a project to read more about the problem, approach and outcomes.
Demographics Change Analysis
Population and demographic trends analysis using census data and visualisation.
- Python
- Pandas
- Matplotlib
Fond Rouge Analysis Report
Red wine quality classification using logistic regression, random forest and gradient boosting.
- Python
- Machine Learning
JP Morgan Quant Research
Solutions for JP Morgan’s quant research tasks using Python and financial modelling.
- Python
- Finance
- Data Analysis
Retail Analytics
End-to-end retail analytics with Pandas and Power BI, including executive dashboards.
- Python
- Pandas
- Power BI
Game Industry Report
A deep dive into gaming industry revenue trends, demographics and platform comparisons.
- Python
- Power BI
SAS Movie Analysis
Descriptive analytics of movie datasets using SAS to explore box office performance.
- SAS
- Analytics
EduOn-2
A responsive educational platform built with React and Tailwind for interactive lessons.
- JavaScript
- React
- Tailwind
Instagram Clone (React)
Instagram clone featuring authentication, photo feed, likes and comments using React and Firebase.
- JavaScript
- React
- Firebase
Netflix Clone (React)
Netflix clone built with React and TMDB API featuring dynamic movie lists and search.
- JavaScript
- React
- API
Deals Hunter Bot
Python bot that tracks e-commerce deals and notifies users of significant discounts via Telegram.
- Python
- Web Scraping
- Automation