Projects

A list of some projects I have worked on since I gained interest in Data Science 😁

UK Train Delay Analysis (In Progress)

Analyzes UK rail timetable and performance data to understand and predict train delays.

Python. Public Rail API.
Link to Project

Admissions Optimizer via Machine Learning (Completed)

This project aims to streamline the admissions process at Ashesi University by reducing the workload on admissions recruiters.

Python. Google Document AI API. Streamlit.
Link to Project

F1 Abu Dhabi Grand Prix Race Predictor (Completed)

A machine learning model (XGBoost) that predicts the outcome of the Abu Dhabi Grand Prix based on historical lap, sector and qualifying data.

Python. FastF1 Streamlit.
Link to Project

Spotify Emotion-Based Recommender System (Completed)

A Spotify emotion-based recommender system that uses the DeepFace library to detect user emotions and recommend music to improve their mood.

Python. Spotify API. HTML. CSS. JavaScript.
Link to Project