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VinylBr/README.md

Hi there 👋, Welcome!!

I am a doctoral researcher @ IIT Bombay working in the intersection of Chemical Engineering and Evolutionary 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 and implementing machine learning models

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

  1. EE769_MLMethods_from_scratch EE769_MLMethods_from_scratch Public

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

    Jupyter Notebook

  2. WineQualityPredictionApp WineQualityPredictionApp Public

    Predict wine quality based on chemical composition

    PowerShell

  3. DeepLearningvsML_TBResistancePrediction DeepLearningvsML_TBResistancePrediction Public

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

    Jupyter Notebook