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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_scratchEE769_MLMethods_from_scratchPublic

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

    Jupyter Notebook

  2. DeepLearningvsML_TBResistancePredictionDeepLearningvsML_TBResistancePredictionPublic

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

    Jupyter Notebook

  3. WineQualityPredictionAppWineQualityPredictionAppPublic

    Predict wine quality based on chemical composition

    PowerShell

  4. SurvivalAnalysisSurvivalAnalysisPublic

    Survival Analysis of cancer patient data

    Jupyter Notebook