I'm a Solution Architect at SwitchOn with about 10 years in the field. I help manufacturers tackle quality issues using AI-powered vision systems that actually work in production. Most of my time is spent understanding production floor problems then designing practical inspection setups with the right cameras, lighting and AI models. I work with sales, product and engineering teams to take solutions from concept through pilot to full deployment. What matters to me is impact you can measure: fewer defects, faster inspections, real ROI. I've learned that the best solutions aren't the fanciest, they're the ones that run reliably and solve the actual problem.