Thomas Lucke

Turing College is an online tech school specialising in data and AI engineering, known for its project-driven, self-directed learning model. • Designing and building a production-oriented LLM application from the ground up as the programme capstone, with full end-to-end ownership from architecture to deployment. • Built a stateful multi-node LangGraph agent with a genuine reasoning loop — confidence-based routing, tool calling via injected state, and structured output validation using Instructor and Pyda

DRK (Deutsches Rotes Kreuz) is Germany’s Red Cross organisation. This regional branch provides social and mobility services, including daily transport for people with limited mobility. • Led day-to-day operations of the transport department, managing a team of ~60 staff and a fleet of 50 vehicles. • Drove the department’s digital transformation: designed and implemented digital intake forms, introduced digital sign-in/sign-out systems for drivers, and restructured digital folder systems for better data o

Mackay’s Rooms is a tourism business in the most north-westerly village in mainland Scotland, operating luxury accommodation, holiday cottages, a B&B, and a hostel. • Broad management-support role covering IT support, administration, finance, facilities maintenance, and guest relations. • Working in a small, remote team meant taking full ownership across multiple functions simultaneously — building adaptability and the ability to prioritise under real pressure. • Deepened professional English fluency th

Pole to Win is a leading QA and localisation provider for the global video games industry, working with major international studios. • Responsible for German-language software localisation and quality assurance testing across multiple game titles. • Conducted linguistic testing, systematic bug identification, and detailed bug reporting and documentation. • Took on team lead responsibilities and provided IT support alongside core QA duties. • This was my first direct exposure to software development wor

A 4-star conference hotel in Saxony, Germany. This role ran alongside my BA degree as a work-integrated placement. • Rotated across management assistance, marketing, sales, accounting, and front desk operations. • Built a solid commercial and operational foundation that continues to shape how I think about structured, efficient systems.