Senior LLM Engineer Needed – Build Evidence-Grounded Lit Review System (500 Academic Papers pdf)
Salário Estimado
R$ 9.600,00 - R$ 16.000,00
Descrição da Vaga
I am a researcher conducting a large-scale literature review based on academic papers (PDFs).
I already have a predefined set of research questions.
I am not looking for AI to write the review.
I am looking to build a robust, reproducible system that:
Deliverables The final output must be a master Excel file with a structured format.
In addition, I will also need:
A description of a similar system you built. 2.
Your proposed architecture and tool stack. 3.
How you will prevent hallucinations. 4.
Estimated timeline
Requisitos
- The final output must be a master Excel file with a structured format
- Ability to add new PDFs and re-run
- Ability to modify or add questions
- Scientific PDF i
- LLM outputs with enforced JSON schema
- Hallucination mitigation strategies
- Citation grounding at chunk level
- Your proposed architecture and tool stack
- How you will prevent hallucinations
Responsabilidades
- Applies my question set to each paper
- Extracts answers directly from the documents
- Provides supporting real page references
- Flags missing or ambiguous information
- Outputs everything into a structured master Excel file
- This system will function as an additional analytical layer — an “extra pair of eyes” — to support, our review process
- Clean, documented source code
- Clear instructions to re-run the pipeline
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Informações
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