Case Studies
Anonymized project experience in Financial Services, Life Sciences and self-hosted AI automation, with concrete approaches, results and lessons learned.
Banking & Financial Services
Project period: 2022–2024
Team-member experience combining R/Python analytics, data pipelines, database-backed applications and technical coordination in a regulated financial institution.
Read the case studyLife Sciences & Biotechnology
Human-reviewed AI-assisted development of structured audit trail reporting, with attention to maintainability, traceability and reproducibility.
Read the case studyIndependent technology consulting
A self-hosted Python agent compares German and English freelance listings against multiple CVs and groups relevant opportunities into email digests. Time savings and match precision have not yet been measured.
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