• Towards data intensive software analytics from crowd-sourced software knowledge.
  • Invited talk, University of British Columbia (UBC), April 16, 2021
  • Invited Faculty Research Talk, University of Calgary, March 24, 2021.
• Automatic Mining and Summarization of Crowd-Sourced Software Knowledge,
  • New Faculty Talk. Nov 14, 2020. CSER (Consortium for Software Engineering Research) 2020 Fall Meeting
  • Invited talk at Bangladesh University of Engineering & Technology, Computer Science Engineering, 29 July 2020
• Measuring and Understanding Patterns of Consumer Credit Stress (7 in 2019)
  • Bank of England Conference on Machine Learning, November 2019.
  • Bank of Canada Leadership Forum, July 2019.
  • Bank of Canada Fellowship Learning Exchange, June 2019.
  • Bank of Canada Sta Risk Assessment, April 2019.
  • Bank of Canada Internal Presentation in front of Senior Ocers, February and March 2019.
• Forecasting Mortgage Default of Financially Stressed Consumers (2 in 2019)
  • Bank of England Conference on Machine Learning, November 2019.
  • Bank of Canada Brown Bag Lunch Seminar, October 2019.
• Understanding How and Why Developers Seek and Analyze API Reviews (1 in 2019)
  • 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), August 2019
• Automatic Mining of Opinions Expressed About APIs in Stack Overflow (1 in 2019)
  • 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), August 2019
• Consumer Credit Microdata Information Session (2)
  • Bank of Canada Internal Presentation in front of All Bank Employees, May 2019, 2020.
• HELOC Utilization and Arrears (2 in 2018)
  • Bank of Canada Research Tasting Manual (RTM) and in front of Economists, October & November 2018.
• Opinion Summarization for APIs (1 in 2018, 1 in 2014, 1 in 2013)
  • McGill University, Montreal, QC, Canada, March 2018.
  • McGill University, Montreal, QC, Canada, November 2013.
  • 3rd Annual IBM-GM NECSIS Meeting, Kitchener, ON, Canada, June 2014.
• Feature-Based Modeling of API Usage (1 in 2013)
  • 2nd Annual IBM-GM NECSIS Meeting, Montreal, QC, Canada, June 2013.
• Quality Attributes of API Documentation (1 in 2013)
  • Invited Talk at the IBM TechConnect, IBM Canada Labs, Ottawa, ON, Canada, May 2013.
• Temporal Analysis of API Usage Concepts (3 in 2012)
  • 34th International Conference on Software Engineering, Zurich, Switzerland, June 2012.
  • 1st Annual IBM-GM NECSIS Meeting, Gatineau, QC, Canada, June 2012.
  • CAS Research Talk, IBM Canada Labs, Ottawa, ON, Canada, October 2012.
• Analyzing Temporal API Usage Patterns (1 in 2011)
  • 26th International Conference On Automated Software Engineering, Lawrence, Kansas, USA. November 2011.
• Development And Monitoring of Trust-Aware Service-Based Software (1 in 2010, 1 in 2008)
  • Invited Research Talk, McGill University, Montreal, QC, February 2010.