Projects.

Designed a relational auction database modelling users, auctions, cards, rarity, grading, sets and expansions. The work combined business-domain analysis with iterative technical design.

Worked as Scrum Master in a team building a data-driven travel platform. Coordinated Kanban workflows, user stories, priorities and dependencies across different skill levels.

Designed bounded contexts, aggregates, domain events and system flows for products, customers, carts, orders and inventory, including an Anti-Corruption Layer and scalability considerations.

Analysed nearly 100 years of housing data to uncover long-term price trends and regional differences, connecting data patterns to urbanisation and population change.

Modelled ministers, political parties and government departments as a connected graph and used queries to explore, validate and troubleshoot relationships.

Applied descriptive and inferential statistics to explore patterns, relationships and hypotheses, with a focus on contextual interpretation and clear communication.

Cleaned and standardised account data including addresses, identifiers, account numbers and phone numbers, then built automated validation and orchestration.

Built image-metadata extraction into JSON, MySQL storage and searchable REST routes, including nested metadata and map-connected geolocation data.

Developed authentication, authorisation and role-based access for a forum backend with defence-in-depth security controls.

Profiled customer, product and order data, then defined domains, ownership, classifications, glossary terms, policies and quality standards.

Designed a maintainable ETL pipeline integrating source systems with different structures and quality levels, using AI-assisted development alongside systematic validation.