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VinylBr/README.md

Hi there 👋, Welcome!!

I am a lead data scientist @ GSK.

Alma mater📚: IIT Bombay & NIT Tiruchirappalli/Trichy.

What my day-to-day looks like:

Conceptualizing patient-centric digital biomarkers • Analytical and Clinical validation • Veridical data science • S.O.L.I.D programming principles in Python • Git flow collaboration workflow • MLflow for ML/DL experiments • Optuna for Hyperparameter Optimization • Systematically evaluating Agentic AI systems • Passionate about Explainable AI & Data-centric AI.

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  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