At TD Bank, I monitored financial transaction datasets and used mathematical risk models and anomaly detection to identify patterns indicating operational threats.
I maintained data integrity and regulatory compliance across core banking environments, partnering with internal control teams to refine validation rules.
I designed Power BI dashboards tracking error metrics, security vulnerabilities, and process accuracy, and wrote technical documentation and intelligence reports about operational risks.
In independent projects, I applied machine learning to network traffic analysis and configured SIEM monitoring with Splunk and ELK Stack. I also worked on cloud security across AWS and Azure, including IAM controls and protections against SQL injection.

