My research interests are primarily on spelling correction, decipherment and machine learning.

Mitacs Accelerate Internship with Two Hat Security Research Corporation - June 2015 to October 2015

Spelling Correction for Improved Detection of Malicious Chat Messages

  1. Improved company’s rule-based malicious messages filter performance by correcting the corrupted chat messages into the filter recognized messages
  2. Implemented a noisy channel model based and language independent spelling correction to correct chat messages using Python
  3. Applied parallel computing to process the massive chat messages

Bachelor of Computer Science Honor Thesis - 2014, Defended in April

The thesis title is Interactive Visualization of User Profile Classifications and Relationships. I propose an interactive visualization system that automatically classifies user profiles and finds their relationships based on the contents of profiles. Here are system demo and source code. Download the demo video