Eric Blander

Data Science | Data Engineering | Python Development

Twitter Sentiment Analysis: #Masks

  • Scraped and cleaned 150 million tweets containing the word ‘mask’ over COVID-19
  • Implemented natural language processing (NLP) models to analyze sentiment

DDOS (Cyberattack) Detection

  • Cleaned and combined 18 datasets into one set of 50 million information packets
  • Implemented KNN, Random Forest, and XGBoost models to detect malicious activity

Regression Analysis of Housing Prices

  • Created features based on limited information about houses in King’s County
  • Implemented linear and logistic regression models to accurately predict prices

Password Strength Analysis

  • Exploratory data analysis of half a billion leaked passwords
  • Used statistical analysis to systematically determine features of weak passwords