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my work ✨

I build software from early product ideas through production. This page covers the teams, products, and systems I have worked on. The case studies explain selected projects in more depth.

Experience

StrategyBridgeAI GmbH

Product Engineer, Jul 2024 to Jul 2026

  • Took Strategy Console from an early concept to production and shaped the workflows used for financial and business analysis.
  • Owned delivery across the Next.js interface, Python and FastAPI services, REST APIs, shared TypeScript contracts, and releases.
  • Built editable spreadsheet-style views, integrated production LLM features, and added product analytics and technical documentation as the system grew.

Read the Strategy Console case study.

Schneider Electric GmbH

Application Developer, Internal Tools, Jan 2024 to Jun 2024

  • Built an internal operations app with Power Apps, Power Automate, and Dataverse so non-technical staff could manage records directly.
  • Created forms, validation, and automated update flows that reduced repetitive data entry and dependence on manual IT support.
  • Refined the interface through user testing and documented the workflow for onboarding and handover.

Wemakefuture AG

Full-Stack Developer, Mar 2022 to Dec 2023

  • Built SaaS workflows that synchronized data between applications using PostgreSQL, Azure Functions, Zapier, and n8n.
  • Worked across frontend, backend, database, and external integrations, including a Stripe payment flow and OpenAI-powered code generation.
  • Migrated a large JavaScript codebase to TypeScript and added Supabase row-level security for customer data.

Nakafa

Founder and Lead Product Engineer, Feb 2021 to present

  • Founded and built a source-available education platform used by roughly 1,000 to 2,000 people each week.
  • Own the product across learning and assessment flows, school tools, billing, analytics, localization, backend systems, and production releases.
  • Built Nina, a tool-using AI tutor with source-backed retrieval and deterministic evaluations, plus interactive 3D math lessons.
  • Built Aksara, a signed content release system with hash verification, staged activation, recovery, and rollback.

Read the Nina AI tutor, Aksara content system, and organic growth case studies.

eco2050 Institute for Sustainability

AI and Data Science Research, Aug 2021 to Sep 2022

  • Used Python, Pandas, NumPy, and Matplotlib to research questions across artificial intelligence, data science, and sustainability.
  • Turned the findings into published explanations for readers without a technical background.

Education

OTH Regensburg

B.Sc. Artificial Intelligence and Data Science

  • Completed a 210 ECTS degree covering machine learning, deep learning, natural language processing, computer vision, data mining, statistical modeling, and big data analytics.
  • Wrote a bachelor thesis on retrieval-augmented generation for conversational agents, graded 1.3.