Software
Engineer

Waterloo, ON

• ▹ Deploying a Rust log-parsing binary on AWS Lambda, triggered via S3 events, reducing LLM cold start latency from 36 min to 23s with a projected $7k/month in cloud savings

Toronto, ON

• ▹ Implemented Kubernetes pod and resource quotas across namespaces using Helm and Kustomize, reducing compute costs and overprovisioning by 30%
• ▹ Setup infrastructure and IAM roles for ECR lifecycle policies using Terraform, saving $1000/month in server costs
• ▹ Built a containerized Go consumer ingesting Snyk vulnerability findings from a Kafka event stream, enforcing security gates that block vulnerable merges in 500+ PRs/month

Waterloo, ON

• ▹ Improved data pipeline efficiency by 40% via GitHub Actions by automating preprocessing of raw data into vectorized format using Python and Pandas
• ▹ Exposed wildfire model as a REST API via AWS API Gateway and Lambda, returning zone-level burn forecasts for 36 regions

Toronto, ON

• ▹ Orchestrated DAGs in Apache Airflow via GCP Composer to validate data integrity between staging and production BigQuery datasets nightly, reducing data quality issues by 60%
• ▹ Deployed a Kafka cluster to a production environment through Harness, using Kubernetes, Helm, and Makefiles
• ▹ Developed an RBAC system using Django REST API endpoints and a CLI tool, enhancing system security and streamlining user role management

Toronto, ON

• ▹ Spearheaded a project to clone and manage AWS Terraform policies by building CI/CD pipelines with Jenkins, with automated testing for security compliance
• ▹ Wrote a Bash script that scrapes SCCM, dispatching weekly server health digests over SMTP, reducing task time by 90%