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Case Studies

  • Investment Data Extraction Pipeline

    Automated extraction for a VC fund that reduced a 19-person data operation to 5. Multi-stage LLM architecture achieving 94% accuracy across 690 complex entities with zero hallucinations.

  • RAG Evaluation Infrastructure

    Systematic measurement layer for an enterprise search assistant. Calibrated LLM-as-a-judge framework with CI/CD regression testing using cost-efficient OSS models.

  • Medical Document Intelligence

    Extraction and evaluation for clinical lab results and doctor reports. A working demonstrator built for inconsistent formats, scans, and multi-page reports.

Hobby Projects

Side projects and tools built for fun or personal use.

  • Trivi: Side-Brain for Trivial Tasks

    A tiny 20KB PWA that removes friction from quick lookups: instant translations to multiple languages, explanations, bash commands, and direct answers. Open source.