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VinylBr/README.md

Hi there 👋, Welcome!!

I am a doctoral researcher @ IIT Bombay working in the intersection of Mathematical Modeling and Computational Biology on tackling drug-resistance evolution in tuberculosis treatment. I am passionate about using mathematical modeling and statistical principles to solve real-world challenges.

Alma mater📚: NIT Tiruchirappalli/Trichy.

Skills: Explainable mathematical models🖥️, data science💹, data visualization, and statistics📊

  • 🔭 I’m working on deploying a project to help clinicians predict evolutionary trajectory of M. tuberculosis in response to a bedaquiline dosing regimen
  • 🌱 I’m currently learning Graph Machine Learning to predict drug-resistance status of patients with tuberculosis

Publications:

  1. Mathematical model to quantify resistance levels in drug-resistant bacteria: https://pubs.acs.org/doi/10.1021/acsinfecdis.2c00460
  2. Mathematical model of tallow production: https://www.tandfonline.com/doi/full/10.1080/00986445.2018.1550391

Pinned Loading

  1. EE769_MLMethods_from_scratch EE769_MLMethods_from_scratch Public

    Coding ML models, Sampling Methods, Feature Selection algorithms from scratch

    Jupyter Notebook

  2. DeepLearningvsML_TBResistancePrediction DeepLearningvsML_TBResistancePrediction Public

    Deep Learning vs Tranditional ML methods for TB Drug Resistance prediction from Genomic data

    Jupyter Notebook

  3. WineQualityPredictionApp WineQualityPredictionApp Public

    Predict wine quality based on chemical composition

    PowerShell

  4. SurvivalAnalysis SurvivalAnalysis Public

    Survival Analysis of cancer patient data

    Jupyter Notebook 1