Selected Projects

Visualization, machine learning
Segmentifier: Interactive Refinement of Clickstream Data
[2018] Designed, implemented, and evaluated a web application for clickstream data analysis to help deal with the complexity of web clickstream data by allowing users to easily filter and transform data into segments of interest that lead to actionable insights and more effective downstream analysis.
Presented at EuroVis 2019.
Predicting Pseudo Random Number Generators
[2016] Evaluated the effectiveness of different machine learning models at predicting the outcome of various pseudo random number generators.
VisuaLaws: Visualizing Laws Over Time:
[2015] Developed a web application to help understand how laws in British Columbia have evolved over time.
JDeodorant: Code Smell Visualization
[2013] Developed visualizations for code smell refactoring suggestions in the JDeodorant Eclipse plug-in to help developers understand which they should apply under the supervision of Nikolaos Tsantalis.

Education

2015 - 2018

Master of Science

University of British Columbia, Vancouver, BC
Computer Science
2011 - 2015

Bachelor of Science

Concordia University, Montreal, QC
Joint Major Mathematics and Computer Science
  • Minor in Business Studies
  • Graduated with High Distinction

Work Experience

Jul 2019 - Present

Data Scientist

Kabam, Vancouver, BC
Jun 2018 - Jul 2019

Data Analyst

Kabam, Vancouver, BC
Oct 2016 - Feb 2017

Data Analysis & Visualization Intern

Mobify, Vancouver, BC
May 2015 - Apr 2018

Research Assistant

InfoVis Group, University of British Columbia
Sep 2015 - Aug 2016

Teaching Assistant

University of British Columbia
Software Construction, Basic Algorithms and Data Structures
May - Aug 2013

NSERC USRA Research Assistant

Concordia University, Montreal, QC Supervisor: Nikolaos Tsantalis
Sep 2012 - Aug 2015

Teaching Assistant

Concordia University
Fundamental Mathematics