Projects & Research

Welcome to my projects portfolio!
Here you’ll find selected work in Machine Learning, Data Science, and Research.
Click on any project to learn more about the methodology, outcomes, and source code.

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Featured Projects

Stock Price Prediction using LSTM Neural Networks

2 minute read

This study explores how the LSTM can acurately predict stock price

Sentiment Classification Using Transformer-based Representation Models

3 minute read

Problem Overview

Effect of Different Optimizers on Classification

2 minute read

This study compares various five optimizers

BERT Model Compression through Layer Freezing: An Analysis of Performance and Efficiency

2 minute read

Effects of unfreezing the classification head and verse freesing all layers

Evaluating Predictive Model Performance for Cardio Health Services Demand: A Comparative Analysis

8 minute read

This study compares various machine learning classification models that have the capability to predict heart disease.

BERT Model Compression through Layer Freezing: An Analysis of Performance and Efficiency

2 minute read

A walkthrough of my predictive model and how I improved accuracy using feature engineering.