• Toyota
  Software Engineer
  May 2025 - Aug 2025

  At Toyota I primarily worked on software that orchestrates AGV traffic. AGVs are autonomous vehicles that transport materials across plants. This software is used in 10 Toyota plants across North America.

  Some things I did were:

  • Built a configurable heatmap dashboard for AGV faults that helped plant engineers identify fault trends
  • Containerized services that consumed MQTT-streamed data from AGVs
  • Investigated bugs slipping into production and discovered root cause was features skipping testing. Implemented Zephyr test management into Jira, set up testing workflows, and presented problem and solution to upper management, gaining approval
• Ingine Consultants
  DevOps Engineer
  Jul 2024 - Sep 2024

  During my time back at Ingine Consultants I got exposed to a lot of Platform Engineering and Security concepts. I built the infrastructure for a data pipeline moving PII data, all while ensuring 100% compliance with data regulations.

  Here’s some stuff I did:

  • Integrated Snyk security scanning and Docker image validation into the GitHub Actions CI/CD pipeline, which was done with the goal of strengthening our Zero Trust posture
  • Provisioned GDPR-compliant Azure infrastructure with Terraform, which supported systems that handled 500+ PII files per week
  • Built an event-driven Azure Functions API with Python FastAPI that audited data integrity and exposed 4 critical staging issues before the data reached downstream analytics teams

• Chat Royale

  A Clash Royale agent powered by a custom built Clash Royale MCP server.

Let's Connect

• github /
• linkedin /
• h5baig@uwaterloo.ca