I own product strategy for a core Mercedes-Benz in-vehicle experience surface serving millions of users, while building GenAI tools for engineering teams.
At Mbition, I've shipped agentic workflows that reduced manual validation effort by 20–30% and increased integration velocity by 45%. I lead 10 engineers across product, design, engineering, and QA, using user feedback, success metrics, phased rollouts, and usage data to guide decisions.
I've built autonomous GitLab CI/CD failure-healing agents, RAG-based engineering assistants, AI test-reporting automation, and ASPICE traceability tooling linking Jira, Xray, and GitLab merge requests. Earlier, I built data-acquisition infrastructure for a global self-driving fleet at Zenseact and launched an AI workplace health product at Posefit.co.
I bring hands-on product and engineering experience across automotive, telecom, computer vision, and AI—from 4G/LTE features at Ericsson to real-time pose estimation products and production-ready AI workflows.

