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AI Problems First: Why “Data Scientist vs AI Engineer” Is the Wrong Question

By finairaIn Insights & Thought LeadershipPosted February 3, 2026

Emad ElSheshtawy – AI Manager Services Engineering at Finaira. Introduction AI discussions often start with job titles. Data Scientist. AI Engineer. Machine Learning Engineer. The assumption is that choosing the right title will lead to successful AI outcomes.In practice, AI initiatives succeed or fail based on something far more fundamental:...

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Security in the Era of AI: A Leadership Perspective

By finairaIn Insights & Thought LeadershipPosted January 12, 2026

Nesma Sadek - Senior Manager Services Engineering at FinairaSecurity in the era of AI go far beyond the definition of security we once knew.The first time an AI system confidently gave me a single answer to a complex problem, my reaction wasn't relief. It was doubt: How do I know...

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Technical Debt: The Silent Killer of Innovation (And how AI Stops it)

By finairaIn Insights & Thought Leadership, Insights & Thought LeadershipPosted December 21, 2025

Omar Abdulaal – Senior Engineering Manager at FinairaIn a fast-paced and rapidly evolving world of Software Engineering, we often face the classic Speed vs Quality dilemma. We view speed as the ability to reach outcomes and insights, thus, effectively the ability to pivot and make business decisions, while quality is...

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The Logic of Leaping: A Framework for Your Next Career Move

By finairaIn Insights & Thought LeadershipPosted December 7, 2025

Written by Magued Mahmoud Standing at a career crossroads is rarely easy. It’s a moment often defined by a mix of excitement and anxiety. You might feel the pull of a new opportunity but are held back by the comfort of the familiar. Questions swirl: Is this the right time? What...

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From Automation to Autonomy: Agentic AI in Financial Services

By finairaIn Insights & Thought LeadershipPosted October 12, 2025

Agentic AI, a paradigm shift in the world of artificial intelligence, is poised to revolutionize the financial services industry. Unlike traditional AI that simply responds to commands, agentic AI systems are autonomous and can set goals, plan, and execute multi-step tasks with minimal human intervention. This new class of AI is more...

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The Unteachable Trait: Why is Character Our Most Valuable Hire?

By finairaIn Insights & Thought LeadershipPosted October 12, 2025

In the fast-paced world of talent acquisition, it's easy to get lost in the noise of technical jargon, certifications, and years of experience. We review résumés for keywords and run candidates through rigorous technical assessments, seeking the perfect intersection of skill and role. But after decades in this field, I've...

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The Unshakeable Foundation: The Eight Pillars of a Positive Work Culture

By finairaIn Insights & Thought LeadershipPosted October 12, 2025

Throughout my career, I’ve had the privilege of working with and helping build organizations where people’s motivation and engagement were not abstract concepts, but visible forces driving daily success. I’ve witnessed firsthand how energized, inspired teams can transform not only their own growth and wellbeing but also elevate an organization’s...

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The Evolution of Customer Centricity in IT Professional Services – an Outlook of the Fintech Industry in the Era of AI

By finairaIn Insights & Thought LeadershipPosted October 12, 2025

Executive Summary With the exponential advancement in AI over the past few years, customers demand more of financial organizations and banks. In turn, most financial institutions understand today that what success was achieved over the past decades will not continue unless there is a seamless integration with technology. Cryptocurrencies, virtual...

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Recent Posts

  • AI Problems First: Why “Data Scientist vs AI Engineer” Is the Wrong Question
  • Security in the Era of AI: A Leadership Perspective
  • Technical Debt: The Silent Killer of Innovation (And how AI Stops it)
  • The Logic of Leaping: A Framework for Your Next Career Move
  • From Automation to Autonomy: Agentic AI in Financial Services

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