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pateltanvi2992/README.md

Hi there, I’m Tanvi 👋

Typing SVG

I am a Postdoctoral Fellow at NIH/NCATS (IFX Core) with expertise in AI, multi-omics, and metabolomics, and additional experience in medical imaging, facial genetics, and digital pathology using generative AI.

Research Interests:

  • AI & Machine Learning: Deep learning, generative AI, explainable AI, vision–language models, LLMs
  • Digital Pathology: WSI analysis, stain normalization, tissue registration, hematology & cancer imaging
  • Multi-Omics & Genomics: multi-omics integration and analysis, AI in genomics, regulatory validation
  • Generative AI in Biomedicine: Synthetic data generation, expression-invariant models, data augmentation

Featured Projects:

Contact:

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  1. EfficientSwin-A-Hybrid-Model-for-Blood-Cell-Classification-with-saliency-maps-visualization EfficientSwin-A-Hybrid-Model-for-Blood-Cell-Classification-with-saliency-maps-visualization Public

    EfficientSwin: A Hybrid Model for Blood Cell Classification with saliency maps visualization.

    Python 2

  2. Aparment-leasing-Cpp Aparment-leasing-Cpp Public

    Apartment leasing management system using C++

    Jupyter Notebook 1

  3. Data-Analysis-of-Covid-19-using-Spark- Data-Analysis-of-Covid-19-using-Spark- Public

    Data Analysis of Covid-19(corona virus data) using Spark(Anaconda- Jupyter notebook )

    Jupyter Notebook 1 1

  4. Prediction-of-Cardiovascular-Disease-and-survivability-using-Support-Vector-Machine-and-Naive-Bayes- Prediction-of-Cardiovascular-Disease-and-survivability-using-Support-Vector-Machine-and-Naive-Bayes- Public

    code for predict the Heart disease and Heart failure using machine learning algorithms (Naive Bayes and Support vector Machine)

    Jupyter Notebook 1

  5. Decision-tree-based-on-Gini-index-Entropy-and-Misclassification-error-without-scikit-learn-library Decision-tree-based-on-Gini-index-Entropy-and-Misclassification-error-without-scikit-learn-library Public

    Wine quality prediction using Gini index, Entropy and misclassification error.

    Python 1

  6. Analyzing-Facial-Expressions-with-Generative-AI-in-Clinical-Genetics Analyzing-Facial-Expressions-with-Generative-AI-in-Clinical-Genetics Public

    This repository contains studies of the use of generative AI to analyze genetic disease-related facial expressions. The project focuses on using generative models to analyze and comprehend the dist…

    Jupyter Notebook 1