Research Projects in Language Technology
Uppsala University / Independent Research
Uppsala, Sweden
2024 - Present
Role Summary
- Designed and led research projects across multilingual NLP, machine translation, retrieval, data attribution, and bias evaluation.
- Developed parameter-efficient adaptation pipelines using LoRA, Mixture-of-Experts, NLLB-200, and controlled synthetic data generation.
- Built long-document retrieval and GraphRAG evaluation pipelines for evidence grounding over annual reports.
- Designed reusable evaluation workflows for language and vision-language model bias, including controlled prompts, metrics, annotation guidelines, and validation reports.
- Conducted statistical and robustness analyses using bootstrap confidence intervals, paired tests, ablations, and controlled baselines.
Role Summary
- Designed and led research projects across multilingual NLP, machine translation, retrieval, data attribution, and bias evaluation.
- Developed parameter-efficient adaptation pipelines using LoRA, Mixture-of-Experts, NLLB-200, and controlled synthetic data generation.
- Built long-document retrieval and GraphRAG evaluation pipelines for evidence grounding over annual reports.
- Designed reusable evaluation workflows for language and vision-language model bias, including controlled prompts, metrics, annotation guidelines, and validation reports.
- Conducted statistical and robustness analyses using bootstrap confidence intervals, paired tests, ablations, and controlled baselines.