Kelly Lavertu

Data Scientist located in Atlanta, GA

My Resume

My name is Kelly Lavertu and I am currently a freelance Data Analyst Consultant for Scale AI. I have a Bachelor of Science in Mathematics and a Master of Science in Computer Science, with a concentration in data science. This website is dedicated to showcasing my expertise in all things data science, including my work with machine learning, artificial intelligence, data analysis and visualization, and algorithm development.

Portfolio

Advanced Classification Techniques for Galaxy, Quasar, and Star Identification

Utilized three different machine learning techniques and compared performance to each other, as well as previous attempts from different researchers.

  • Random Forest
  • XGBoost
  • Convolutional Neural Network
Project 1
Abstract

Bacterial and Viral Pneumonia Detection from X-Ray Images

In this project, a chest X-ray dataset is used to apply deep learning models for pneumonia detection.

  • AlexNet
  • ResNet18
  • GoogleNet
  • VGG16
Project 1
Abstract

Winter Precipitation Forecasting

Using automated surface observing systems (ASOS) weather datasets, we observed the outcome of the performance of random forest and several other algorithms against the proposed dataset.

  • Random Forest
  • Naive Bayes
  • Decision Tree
Project 3
Abstract