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DivyaKarade/README.md

Divya Karade

I'm an AI Researcher in Drug Discovery & I enjoy solving problems with an emphasis on Structure-Based and Ligand-Based Drug Design. I transform complex data into understanding, using computational tools, ML algorithms, by developing web-app and also helping others to do the same.

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  1. First-DREAM-Target-2035-Drug-Discovery-Challenge First-DREAM-Target-2035-Drug-Discovery-Challenge Public

    First DREAM Target 2035 Drug Discovery Challenge

    Python 1

  2. Global-AI-Kaggle-Hackathon-2025-Elucidata Global-AI-Kaggle-Hackathon-2025-Elucidata Public

    🎯 Top 204 solution for Elucidata AI Challenge 2025 – Predicting spatial cell-type composition from histology images using CNNs with EfficientNet & ResNet backbones, multi-scale patching, and coordi…

    Python 3

  3. Liver-cancer-gene-expression Liver-cancer-gene-expression Public

    Machine learning pipeline for liver cancer classification using gene expression data. Includes preprocessing, PCA, and model evaluation with Random Forest, SVM, XGBoost, and MLP.

    Python

  4. Deep-learning-classification-based-model-for-screening-compounds-with-hERG-inhibitory-activity Deep-learning-classification-based-model-for-screening-compounds-with-hERG-inhibitory-activity Public

    Developing a Deep learning classification-based model for screening pharmaceutical compounds with hERG inhibitory activity (cardiotoxicity) and using the model to screen CAS antiviral database to i…

    Python 13 1

  5. AutoDL AutoDL Public

    Python 2 1

  6. PhD-Thesis-Data-2021 PhD-Thesis-Data-2021 Public