Hello! I’m a Winnipeg-based AI product leader and ML practitioner who has taken multiple AI SaaS ideas from concept to MVP, with a track record of pivoting toward automation and OpenAI-backed solutions. I enjoy turning complex AI capabilities into stakeholder-ready value and partnering with engineers, marketers, and executives to drive practical results. I’m passionate about responsible AI, measurable impact, and building scalable platforms that communities can rely on. In my work, I connect deep technical execution with clear business outcomes—leading end-to-end delivery, unifying data workflows, and shaping product strategy. I thrive in resource-constrained environments and enjoy mentoring teams, defining architecture, and translating user feedback into tangible improvements that boost adoption and revenue.…Hello! I’m a Winnipeg-based AI product leader and ML practitioner who has taken multiple AI SaaS ideas from concept to MVP, with a track record of pivoting toward automation and OpenAI-backed solutions. I enjoy turning complex AI capabilities into stakeholder-ready value and partnering with engineers, marketers, and executives to drive practical results. I’m passionate about responsible AI, measurable impact, and building scalable platforms that communities can rely on. In my work, I connect deep technical execution with clear business outcomes—leading end-to-end delivery, unifying data workflows, and shaping product strategy. I thrive in resource-constrained environments and enjoy mentoring teams, defining architecture, and translating user feedback into tangible improvements that boost adoption and revenue.WWWW…