Applied AI Engineer – OCR, Dokumentenklassifikation, Extraktion, RAG/LLM, Evaluation/QA (m/w/d) – Remote – Freelancer
Tasks
- Add human in the loop approval gates
- Build OCR extraction pipeline
- Create document classification system
- Deploy LLM and RAG in production
- Design extraction schemas and validations
- Implement RAG summary and email draft generation
- Implement prompt and model regression tests
- Integrate workflow with queue
- Measure precision and recall
- Monitor drift and data changes
- Run evaluation using golden set
- Set confidence thresholds and rule checks
Perks/Benefits
Skills/Tech-stack
Document Classification | Document processing | Drift Detection | Embeddings | Evaluation | Human-in-the-loop | Information Extraction | LLM | Monitoring | OCR | Precision-recall | Prompt engineering | RAG | Regression testing | The Loop
Education
N/A
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