Led simulation side technical implementation of current CI/CD standards, failure triage, regression analysis, safety mechanism and requirement coverage metrics.

Created performance dashboards with SQL & Python to track simulation cost, compute, and historical

performance to benchmark best known releases against test versions

Led simulation test management, release gating, and product validation workflows

Collaborated cross-functionally on perception workflows, ROS integration, and failure triage systems.

Developed digital twin scenarios and requirement-based test plans for 0 to 1 AV software validation.

Worked independently in agile, safety-critical environments, continuously reprioritizing tasks, long term projects, and internal requests.

Led feedback loops with developers to improve AV safety mechanisms based on test data and product gaps.

Developed autonomous vehicle test plans/scenarios, validation reports, and safety cases to help scale Motional's AV product

Managed testing for 250+ unique efforts, managing programs and SW products for our internal teams: autonomy, capability-owners, and safety, communicating testing and validation priorities to leadership for release decisions

Worked cross-functionally to evaluate AV performance and new platform features. Collaborated with stakeholders in safety, product, electronics, and autonomy.

Built CI regression test pipelines; led efforts to expand scalable test coverage across new ODDs.

Automated scenario creation, Python-based performance debugging, and dashboard reporting.

Communicated technical results in regular leadership reviews and SW release decisions.

Developed requirements-based criteria and demonstrated software readiness for safety-critical

releases.

Led 100+ member team and made all technical, design, manufacturing, and validation decisions.

Managed $100K budget and vehicle timeline, achieving 300% increase in vehicle test volume.

Managed 20 leads who all reported to me in various subteams, as well as leading daily meetings on manufacturing, timeline, and vehicle design.

Oversaw budget, design, manufacture, personnel, and testing for all composite portions of FSAE vehicle. Including: full carbon fiber monocoque, steering wheel, all aerodynamic components, and wheel rims. Managed multiple leads who reported to me, all timeline decisions and daily meetings.