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Hi there, I am Yojana Gadiya šŸ‘‹

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  • šŸ”­ Iā€™m currently working at @Fraunhofer ITMP as a data scientist, @EnvedaBiosciences as a Computational Biologists, and a doctorate researcher at @UniBonn
  • šŸ‘Æ I'm part of several EU projects: FAIRplus, REMEDi4ALL, AMR Accelerator
  • šŸ¤“ I'm also a Chemoinformatics FAIR Data Champion at FAIRsharing.org
  • šŸŒ± I love developing Python packages. My works include
    • PEMT - a pharmaceutical patent mining tool
    • pyBiodatafuse - a modular query biomedical data ingestion pipeline
  • šŸ’¬ Ask me about: FAIR, Knowledge graphs, Patent mining, Chemoinformatics
  • šŸ“« How to reach me: LinkedIn, X, Google Scholar
  • šŸ˜„ Pronouns: She/her

Expertise preview

Yojana's github stats

GraphQL git Neo4J MySQL AWS
LaTeX Markdown Python R Matplotlib
Pandas Plotly scikit-learn SciPy CodeCov
Docker Selenium GitHub GitLab

Yojana Gadiya's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

bert_crf icon bert_crf

BERT CRF model for Name Entity Recognition in pytorch

bilstm-crf-ner-pytorch icon bilstm-crf-ner-pytorch

This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

biobert icon biobert

BioBERT: a pre-trained biomedical language representation model

brat icon brat

brat rapid annotation tool (brat) - for all your textual annotation needs

clinicalbert icon clinicalbert

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

conib icon conib

Curation of Neurodegeneration in BEL (CONIB)

conso icon conso

The Curation of Neurodegeneration Supporting Ontology (CONSO)

coxpath icon coxpath

Scripts and data from "Towards a global investigation of transcriptomic signatures through co-expression networks and pathway knowledge for the identification of disease mechanisms"

curation icon curation

Guidelines and procedures for curation (manual and semi-automated)

drugbank icon drugbank

User-friendly extensions of the DrugBank database

ebm-nlp-1 icon ebm-nlp-1

Implementation of Baseline model for PICO 2018 dataset https://github.com/bepnye/EBM-NLP/

efo icon efo

Github repo for the Experimental Factor Ontology (EFO)

farm icon farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry.

hemekg icon hemekg

Modeling heme pathogenicity and pathway dysregulation in the context of hemolytic disorders

kgem-in-drug-discovery icon kgem-in-drug-discovery

Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript

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