Multilingual Career Model
Engineering work by Orçun Candan.
Implementation
Local model trained on CV and career Q&A, with translation before and after inference, output verification, held-out evaluation and hallucination checks.
Results & scope
Recorded multilingual regression: 42/54 (77.8%) against a 90% gate. Not promoted; fine-tuning experiment without RAG.
Tools & technologies
- Local LLM
- Fine-tuning
- Translation
- Evaluation