CV
OngoingComputer Vision
Self-Supervised Learning for Medical Image Segmentation
Exploring contrastive pretraining strategies for scarce-label medical imaging tasks.
§ PROJProjects
Research projects.
Active and completed collaborative research projects across computer vision, NLP, RAG, and large language model systems. Many are open for new collaborators - get in touch.
NLP
OngoingNLP
Benchmarking Multilingual Retrieval for Underrepresented Languages
Building evaluation benchmarks for retrieval tasks in low-resource language settings.
RAG
OngoingRAG
Retrieval-Augmented Generation for Scientific Literature Synthesis
Designing and evaluating RAG pipelines that synthesize findings across research paper corpora.
LLM
OngoingLLM
Efficient Fine-tuning of LLMs for Low-Resource Scientific Domains
Investigating parameter-efficient adaptation methods (LoRA, adapters) for scientific and technical text.
CV
LLM
LLM
OngoingComputer VisionLLM
Multimodal Understanding of Scientific Figures and Tables
Building models that jointly parse figures, tables, and captions in academic papers for structured extraction.
To add a project, copy any <article class="pub"> block and set data-type to one or more space-separated values (computer-vision / nlp / rag / llm / ongoing). Multiple values let a project appear under all relevant filters.