Portfolio

All Python Machine Learning Kepler.gl AWS Javascript Transformers SKLearn R node

  • Hype Words: Social Media Mining and Classification

    Hype Words: Social Media Mining and Classification

    Utilized web scraping techniques to curate live datasets of social media posts, then exploring classification techniques to understand social media sentiment around Blockchain in Healthcare. Successfully applied a transformer-based approach to text classification using BERT.

    Python Machine Learning Transformers SKLearn

  • Regularization Techniques

    Regularization Techniques

    An exploration of regularization techniques from Ridge to LASSO to SCAD, on Forest Fires, Boston Housing, and randomly generated datasets.

    Python Machine Learning

  • Comparing Regressors

    Comparing Regressors

    Analysis of various regression approaches from localized kernel-based regression (LOWESS) to neural networks in their efficacy on predicting Boston Housing Prices.

    Python Machine Learning