Skills Matrix

Risk-based computer system validation following GAMP 5 principles for GxP-relevant systems in regulated IT.

Assessing changes for GxP relevance, risk, test scope, responsibilities and acceptance criteria.

Turning business and regulatory needs into clear, testable requirements and acceptance criteria.

Problem framing, user flows, MVP scope and SaaS design for Insurana, from concept through technical architecture.

Routing, server-side rendering, forms and internationalisation for this portfolio and Insurana.

Type-safe frontend and server logic in this multilingual portfolio and the Insurana web platform.

Data processing, analysis and backend logic for DLT work, automation and the Insurana architecture.

Modular backend and business logic for Insurana using Pydantic models, OpenAPI and a clear service layer.

The professional work and data context covered more than 200,000 transactions, including reconstruction, FIFO cost basis and tax-relevant data.

The professional work and data context covered more than 300 tokens, including the interpretation of fungible-token and NFT transfers, metadata and balances.

Containerised development and operating environments with Docker Compose for reproducible multi-service projects.

Backend, integration, end-to-end and accessibility tests using Pytest and Playwright.

Version control, branching, reviews, issues and traceable changes across professional and personal projects.

Tool experience with change records, approvals, responsibilities and validation evidence in regulated IT.