Software Engineering for Production-Ready AI: What It Takes to Move Beyond Prototypes

How software engineering brings AI prototypes to production Artificial intelligence (AI) pilots and prototypes exemplify the seemingly endless possibilities in today’s tech-driven economy. Although necessary, these early-stage innovations are limited by nature. They’re optimized for precisely controlled conditions and simply not ready to take on the added complications of the production environment. Software engineering transforms […]

Software Engineering for AI: Building a New Generation of Intelligent Systems

What it takes to turn models into scalable systems The disciplines of artificial intelligence (AI) and software engineering are stronger in tandem. AI models are trained on data to identify patterns, while software engineering adds structures and systems to make intelligence scalable and reliable. Together, these technologies create intelligent systems that move beyond executing logic […]

What to Know About Platform Engineering for Intelligent Systems

Building the infrastructure behind today’s intelligent systems Platforms serve as a foundation for today’s innovative software solutions. These tools and pipelines provide speed and convenience to software developers, freeing them to experiment with novel ideas as they build powerful features. Platform engineers support developers by creating reliable development environments and infrastructure that help applications run […]

Career Spotlight: MLOps Engineer

As it becomes increasingly difficult to separate software engineering from artificial intelligence (AI), the need for AI-trained software professionals grows more evident. Organizations that deploy and maintain AI systems at scale are turning to knowledgeable and skilled machine learning operations (MLOps) engineers to keep models working reliably through all stages of production. At Boston University […]

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