Case Studies
Real problems, practical AI solutions, measurable results.
Healthcare sector · RAG, PostgreSQL, vector search, LLM integration
AI Knowledge Assistant for Healthcare Laboratory Partners
A midsized healthcare company needed a better way for partners and trained specialists to identify relevant laboratory tests based on patient indicators and clinical context. I helped develop a RAG-based assistant grounded entirely in the company's own lab information — purpose-built for a knowledge-heavy, trust-sensitive environment where speed, clarity, and accuracy matter.
Internal tool · PDF parsing, financial automation, document AI
AI-Assisted Commission Processing from Supplier Statements
A sales company working with eight suppliers across France, Switzerland, and Italy had to manually review monthly supplier statements to validate revenues and commission payouts. I built an AI-assisted document analysis tool that turned these recurring PDF statements into structured financial data, replacing a slow manual process with a faster and more reliable workflow for commission validation and financial review.