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AI Governance is Required for Enterprise AI Applications
AI governance is what makes an AI application viable, and what makes it Enterprise. Before on-boarding a new AI application at the Enterprise make sure…
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Carlo Carandang
The Difference Between Local vs Enterprise AI Solutions
At large enterprise organizations that are AI-naive, there can be confusion on what is considered deployed ML models in production at Enterprise scale.
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Carlo Carandang
Navigating the Deployment Challenges of Generative AI / LLM Projects
Generative AI / LLM projects are easy to prototype, but difficult to deploy in a production environment. This article will detail those backlog items…
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Carlo Carandang
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Building complete and responsible AI systems: the importance of the purple unicorn role
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Maturing AI in AI-Naive Enterprises via the Generative AI Hype
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Know your True Worth as an Enterprise Data Scientist
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Navigating the Deployment Challenges of Generative AI / LLM Projects
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Transitioning from Technical Lead to IT Strategist
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Transitioning from Technical Lead to IT Strategist
Enterprise organizations with large IT departments need IT strategists to help them devise proper IT strategy which enables the business to carry out…
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Carlo Carandang
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Build Large IT Projects at Enterprise Scale to Stay Relevant and Marketable
I get pinged by developers who either need a more meaningful IT job, or just got laid off from one. My advice to them is to start building large IT…
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Carlo Carandang
Maturing AI in AI-Naive Enterprises via the Generative AI Hype
Don’t get me wrong- I would prefer we mature AI with tabular data use cases, but LLMs have us focused on NLP and computer vision. Let’s ride this wave…
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Carlo Carandang
1
Building complete and responsible AI systems: the importance of the purple unicorn role
Enterprises struggle to build complete AI systems. Product managers claim that IT doesn’t know business. Tech leads claim the business doesn’t know…
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Carlo Carandang
3
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I started this newsletter 9 months ago, and had good growth of subscribers. Your subscription keeps articles about Enterprise Data Science going. Stay…
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Carlo Carandang
Enough Talk- It’s Time to Deliver for Enterprise Data Science
When you’re in an AI-naïve organization, you will invariably hear a lot of noise-a lot of talk on technology, vision, etc. As an Enterprise Data…
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Carlo Carandang
A Call for a Pause in Giant AI Experiments
As Enterprise Data Scientists, we have an obligation to ensure best practices, not only for our enterprises, but also for the public good. We need to…
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Carlo Carandang
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