Data scientist with a background in building and validating machine and deep learning models using textual and numerical. Extensive experience working on data analysis in biomedical and health sciences with both a research and development mindset.
Currently working on automating the manual process of evidence aggregation in health and biomedicine. (she/her). Low-resource? Low on budget? I think we can still get to some solutions using low-resource approaches. Let not budget hold you back! Let not your systems wait because we can use weak supervision until supervised data are ready. Information extraction? Yes! Classification? Yes! Annotation? Yes!
Also working on a challenging annotation process ridden with severe subjective judgements. It will all work out in the end once we refine the annotation guidelines.
Information Extraction | Semantics | Information Classification | Retrieval | Knowledge graph
I love how using if vs elif changes everything. 👩💻
My favourite quote: "Don't be dead serious about your life. Let the dead seriousness be for the dead." - Sadhguru