- Develop and maintain fully automated end-to-end data pipelines for visualizing cybersecurity KPIs in Tableau- Collaborate with partners in deploying and evaluating ML models for anomaly detection - Monitor and assess new vulnerabilities and disseminate information to stakeholders and system owners. - Use external and internal feeds to track emerging threat actor TTPs, including leveraging the MITRE ATT&CK framework

Cyber Defense CenterUsing machine learning and data analytics to support cybersecurity specialists- data visualization of KPIs with Tableau - develop ML models based on the MITRE ATT&CK framework

Uncovering the Hidden Universe of Rental Units in SurreyGoal: Collaborate with the City of Surrey to gain a better understanding of the hidden housing market. - Implemented a web scraper to collect online housing ads - Developed scripts in Python to clean and standardize collected data, as well as a data processing pipeline to integrate Python and R scripts. - Developed a random forest classifier with scikit-learn to categorize ads. - Set up and maintained a git repo

Development and Release Engineering