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Power Automate is Not Just for Business Users

Power Automate is Not Just for "Business Users"

2025-11-25 · 6 min read

It's easy to dismiss tools like Power Automate as "low-code toys." But let's be honest about a specific pain point we all face: The Last Mile of Deployment. The smartest engineers don't build what they can configure. Decouple Compute from Communication.

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Beyond the Backend: Why Every Data Professional Must Now Be 'Full-Stack'

Beyond the Backend: Why Every Data Professional Must Now Be 'Full-Stack' (Including Frontend)

2025-10-22 · 7 min read

The conversation around the "Full-Stack AI Engineer" is critical, but it misses one crucial layer: the user interface. The ultimate value of any model is delivered only when a user can easily interact with it. The modern mandate is not just model deployment, but product delivery.

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Vibe Coding: Beyond the Hype

Vibe Coding: Beyond the Hype

2025-09-03 · 8 min read

"Vibe Coding" has exploded in popularity—the idea that you can build complex software just by describing what you want to an AI. But having led data science teams through real production challenges, I can tell you: the gap between demo and deployment is wider than most realize.

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GenAI: The Imminent Transformation of the DevOps Role

GenAI: The Imminent Transformation of the DevOps Role

2025-02-19 · 5 min read

As a Data Science Lead, I've observed firsthand how Generative AI (GenAI) is poised to fundamentally reshape—and simplify—traditional engineering functions. The convergence of LLMs capable of generating entire pipelines, low-code orchestration tools, and advanced workflow automation is rapidly making many traditional DevOps practices obsolete.

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The Experience Detector: Interviewing in the Age of ChatGPT

The Experience Detector: Interviewing in the Age of ChatGPT

2025-07-16 · 5 min read

The rise of Generative AI has demolished the old rules of assessment, forcing hiring managers to pivot from testing knowledge to validating true, deep-seated experience. If candidates can now use ChatGPT to generate code, how can we accurately discern genuine expertise from well-prompted answers?

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The End of the Endless Backlog: How Low-Code Platforms Empower Stakeholders

The End of the Endless Backlog: How Low-Code Platforms Empower Stakeholders

2025-05-28 · 6 min read

I remember clearly how a significant portion of our data science team's time was consumed by non-analytical tasks. We'd spend weeks building robust applications just to send a simple automated email. This misalignment is why Low-Code/No-Code platforms are a crucial operational strategy for any modern data science organization.

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Beyond the Algorithms: Cultivating the Data Science Team of Tomorrow

Beyond the Algorithms: Cultivating the Data Science Team of Tomorrow

2025-04-09 · 4 min read

The rise of AutoML and GenAI isn't just changing tools; it's fundamentally reshaping the very definition of a data scientist. This isn't a threat to jobs, but an unprecedented opportunity to elevate our collective impact, transforming data scientists from technical implementers into strategic problem-solvers, ethical guardians, and expert communicators.

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Why It’s Harder Than It Seems

Why It’s Harder Than It Seems

2025-01-01 · 7 min read

Generative AI (GenAI) has captivated the tech world with demos of chatbots, image creators, and code assistants. Yet moving from prototype to production uncovers a web of challenges:

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