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nafisa26091998/README.md

Hi there!

  • I'm Nafisa Ali. I currently work as an Advanced Data Science Associate in ZS Associates in Bangalore, India and also an incoming Masters student at Columbia University in the city of New York. I have an undergrad degree in Electronics and Communication Engineering, achieving first class distinction from RV College of Engineering, Bangalore, India (Batch 2017-21).
  • I'm really passionate and curious about data science, especially introducing new data science techniques in the field of healthcare analytics. In my past 2 years of experience in ZS, I have worked on building recommendation systems, search engines and automation tools on clinical data. I mainly focused on Natural Language Processing sub-domain and gained expertise in it, although it's an ever-emerging field and I try to keep myself updated with latest technologies as much as I can.
  • I not only have an experience in healthcare data but also have worked in various other domains which have potential use cases for data science, such as speech processing, electronics and autonomous cars/self-driving cars.
  • I am currently enthusiastic about Large Language Models, the theory behind it and it's application in healthcare firm especially.

Popular repositories Loading

  1. NLP-on-PUBMED-articles NLP-on-PUBMED-articles Public

    Combination of fetching PUBMED articles, named entity recognition and relation extraction, to construct biomedical knowledge graphs.

    Jupyter Notebook 1

  2. nafisa26091998 nafisa26091998 Public

    Config files for my GitHub profile.

  3. Biomedical-Knowledge-Graphs Biomedical-Knowledge-Graphs Public

    Combination of OCR, named entity linking, relation extraction and linking entities to target knowledge base, to construct a biomedical knowledge graphs.

    Jupyter Notebook

  4. Document-Analysis Document-Analysis Public

    Combination of document/article analysis and question answering system

    Python

  5. Disease-prediction-using-Drug-reviews Disease-prediction-using-Drug-reviews Public

    Using machine learning models to analyse the drug descriptions, side effects, and reviews and then recommend the drug for each patient's health condition.

    Jupyter Notebook

  6. Kaggle-competitions Kaggle-competitions Public

    List of Kaggle competitions I participated

    Jupyter Notebook