- π Hi, I'm @Farzana Islam
- π¬ I research Human-Centered AI, Explainable ML, and AI Safety
- π€ Currently working on LLM evaluation to measure bias and explaniabilty in high stake domains e.g., clinical recommendation systems
- π Published in JMIR, ACM CHI, IEEE, Springer, and Oxford University Press
- π Passionate about AI safety and trustworthy AI for underrepresented communities
- π Find me on LinkedIn: https://linkedin.com/in/farzanaa-islam
π―
Focusing
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stroke-risk-fuzzy-prediction
stroke-risk-fuzzy-prediction PublicFuzzy logic-based stroke risk prediction system validated with clinicians. Published in Springer AISC 2017 & UbiComp 2018.
MATLAB
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bengali-fake-news
bengali-fake-news PublicOne of the first Bengali fake news datasets scraped from local newspapers. Supporting NLP research in underrepresented languages. Published at IEEE IS 2020.
Python
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LLM-health-safety
LLM-health-safety PublicEmpirical research on bias, fairness, and explainability in clinical LLM.
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