Hello! I'm Rhianne, a Data Science and Business Analytics graduate from CentraleSupélec and ESSEC Business School with prior work experiences building software products and using data to craft great user experiences for clients in Fintech and E-Commerce.
In my free time I like to build small projects like games to play with friends over video call. When I'm away from screens, you're likely to find me out on a trail nearby running and training for my next run.
Projects
Predict the podium of the next F1 race
Is there a way to predict the podium results of an F1 race using machine learning? That's what I trained a Random Forest model to do in this project.
Restaurant Rating predictor
Is a perfect restaurant one that takes rervations? Can an ML model tell you if your restaurant will be well rated? That's what this project does. It helps you find the best combination of factors when setting up a restaurant.
Media trends vs Stock Prices
Ever wondered how media affects stock prices? I did, so I explored links between price changes and sentiment in traditional and social media. I used NewsAPI for news data and 10 finance subreddits for social sentiment. Note: Project in progress; early results available here.
Airplane Tracker
Have you ever wondered what planes are above you this minute? Well, I let my intrusive thoughts win and built a page to show you what are the nearest planes to you right now.