🏢 Real-World Projects

Projects completed during my professional experience at Digital Marketing and CRM companies.

These demonstrate my ability to apply data analysis in real business contexts

to drive decision-making and optimise performance.

🧑‍💻 Freelance & Personal Data Projects

Projects developed independently to explore real-world datasets, generate insights,

and build client-style reports using Python, SQL, and Power BI.

🧩 Data Engineering Projects

Projects focused on building end-to-end data pipelines using AWS and Python to automate data collection, transformation, and reporting.

These projects demonstrate cloud-based data engineering workflows.

🧠 Predictive Modelling Projects

Projects focused on building machine learning models to uncover patterns, make predictions,

and support data-driven strategies using techniques such as regression and classification.