Emergent technologies in fiber optics have brought in a new set of engineering problems that demand for artificial intelligence/machine learning approaches. Dataeaze helped us to tap the power of computer vision and deep learning techniques for the modeling of one such engineering problem. Following a rigorous data science and engineering discipline, they built a software stack for us. It was a complete ”software 2.0” lifecycle execution, from ideas in the research lab to the code deployable in production. I wish them success and hope to work with them again in the future.