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Project Intern
8mos
Bhabha Atomic Research Center, Sep 24' - May 25'
@milonipanchal31
MILONI PANCHAL
@milonipanchal31
AI researcher building intelligent systems bridging cutting-edge research with real impact. Seeking collaborations to pioneer next-gen AI.
AI researcher building intelligent systems bridging cutting-edge research with real impact. Seeking collaborations to pioneer next-gen AI.
Mumbai, India
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8 months
Sep 24' - May 25'
Engineered AI pipeline automating pathogenic variant identification, processing >25,000 variants from 1L+ samples.
Architected machine Learning model achieving 96.51% accuracy, 0.9712 ROC-AUC.
Leveraged advanced feature selection (BorutaPy, RFE) identifying top 10 predictors, boosting diagnostic accuracy.
Integrated LIME and Grad-CAM for clinical explainability, enabling confident pathogenicity interpretation.
Deployed web UI consisting of annotation, feature selection and pathogen prediction
B
8mos
Bhabha Atomic Research Center, Sep 24' - May 25'