Projects

This space showcases analytical projects that evolve alongside my journey as a Data Scientist. Projects spanning data pipelines, machine learning models, geospatial analyses and exploratory data insights.

Salifort Motors Attrition Rates

A capstone project for the Google Advanced Data Analytics certification, this exploration investigates trends and variable associations through classification models between employee departures at the fictional Salifort Motors company.

XGBoost, Logistics Regression, EDA, Feature Engineering, Visualisations, Executive Summary

Tree Canopy Segmentation

Data science competition hosted by Solafune, tasked to train a machine learning model capable of detecting tree canopies in multiple urban environments from aerial and satellite imagery.

Python, Google Colab, PyTorch, YAML, JSON, COCOJson, GIS Toolkits (e.g. rasterio, geemap)

European Alps Snowpack Depths

PostgreSQL and Python project analyzing monthly snowpack trends across the European Alps using data from 2,794 weather stations. Focused on visualising seasonal changes, geographical differences, and high-elevation declines.

PostgreSQL (PostGIS), Python (Pandas, GeoPandas, Plotly, Dash), GIS Data, Jupyter, Theil–Sen Regression

CityBike Trends in Lisbon, PT

Explored how local business density and types (e.g., cafes, bars, restaurants) correlate with bike availability at Lisbon’s CityBike stations. Integrated geospatial APIs, statistical modelling, and regression analysis.

Python, PostgreSQL, CityBike API, Foursquare API

Sales Analytics: Ecommerce Growth to $500K

Led the development and expansion of RMU Skis’ ecommerce channel, achieving 40% year-over-year growth across two consecutive years. Analyzed website traffic, conversion rates, and SKU-level profitability to drive targeted marketing, optimize product strategy, and support data-driven decision-making.

Google Analytics, Shopify Analytics Reporting, HTML, CSS, JavaScript, Google Sheets, Klaviyo

Climate Kegs – Carbon Neutrality Campaign

Partnering initially with Climate Neutral to measure emissions across RMU’s global operations, I redirected the project into a community-driven philanthropic sustainability campaign in response to funding limitations. This led to the creation of “Climate Kegs”, a tree-planting beer initiative launched in partnership with One Tree Planted. Each keg funded the planting of approximately 750 trees, equivalent to offsetting one tonne of CO₂ over 20 years, by turning hospitality-driven customer engagement into measurable local climate action.

Shopify Web Development, Team Management, Google Workspaces