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Title: AI Engineering That Turns Business Problems Into Reliable Products

North Vancouver, BC, Canada, 29th Oct 2026 - I am looking to join a team where artificial intelligence solves a problem that matters to customers and the people serving them. My interests include AI engineering, machine learning, generative AI, and the software required to make intelligent systems useful in everyday work. I am open to joining a company of any size, from an early startup to a large global enterprise.As the founder and CEO of OpenQQuantify, I think about technology through both an engineering and a business lens. A system needs a clear purpose, an implementation the team can maintain, and evidence that it improves the work. That is the approach I want to bring to my next role.I have worked on projects that includes a PyTorch project on signal classification using RTL-SDR hardware. It gives interested employers a concrete starting point for discussing my technical interests, the work available for review, and the requirements of their own applications. I can work with Radio Frequency Engineering, Hardware, Software, Microelectronics & AI all at once.For an employer evaluating an AI engineer or machine learning engineer, the important conversation is how a candidate makes decisions. Here is how I would approach a product, the roles that connect to that work, and the questions I would want a team to answer before expanding an AI deployment.Start with the decision the user needs to makeBefore choosing a model, I want to understand the workflow. Who is using the system? What information do they need? What happens when the answer is wrong? How quickly must the application respond, and what is an acceptable operating cost?Consider an internal assistant that helps support staff find product documentation. The goal might be to reduce the time required to resol...

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