• Interview at Stack Overflow podcast: Hallcuinations in software code and reviews, podcast with Stack Overflow, Oct 2024.
• PhD research on using machine learning to create reviews from online social media.
  • Stack Overflow Blog, 2019: Looking to understand which API is best for a certain task? A new study uses Stack Overflow data to rank them
  • Register UK, 2019: Smack-talking overflow: Mining developer sentiment to understand the most popular APIs
• An empirical study of C++ vulnerabilities in crowd-sourced code examples.
  • BBC, 2019: Copycat coders create ‘vulnerable’ apps (shared by MSN, Business world, etc.)
  • Bank info Security, 2019: Developers’ Code Reuse Security Conundrum: Cut, Paste, Fail: GitHub Projects Riddled With Flawed Stack Over ow Code, Researchers Find
  • i-programmer, 2019: Copied code is vulnerable code
  • KBC, 2019: Copycat coders create inclined apps
  • Foss Bytes, 2019: Copying Codes From Stack Overflow Leads To Vulnerable GitHub Projects
  • Register, 2019: Surprise! Copying crummy code from Stack Overflow leads to vulnerable GitHub jobs
  • Stack Exchange Discussions, 2019: Stack Overflow made the BBC news – Copycat coders create ‘vulnerable’ apps
  • Stack Overflow Blog, 2019: Copying code from Stack Overflow? You might be spreading security vulnerabilities
• Bank of Canada 2018: Going Digital