About

I am Head of Operations at ELECTE, where I focus on building the operational foundation that enables sustainable growth in a fast-moving AI and SaaS environment. My work centers on translating strategic vision into structured execution, ensuring that teams operate with clarity, accountability, and measurable impact. At ELECTE, we help growing companies unlock the power of AI-driven analytics to transform complex data into actionable business insights. I am particularly passionate about bringing structure to scaling organizations. For me, operations is a strategic function — one that connects people, processes, and performance to accelerate growth.

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Gone streaking
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Gone streaking 5
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Maker History

  • iPNOTE
    iPNOTEYour Virtual IP Team Powered by AI. Delivered via Chat.
  • ELECTE
    ELECTEIlluminate the future with AI
    Feb 2024
  • 🎉
    Joined Product HuntJanuary 22nd, 2025

Forums

Cutting 25,000 jobs isn't proof that AI can replace them

Setting a headcount reduction target is an accounting decision, not proof of AI capability.

Announcing job cuts alongside AI adoption can make projected savings look like demonstrated automation.

They aren't the same thing.

AI passing the test doesn't mean it's ready to act

An AI assistant that passes the test has proven one thing: it passes the test.

Teaching an assistant to stop making promises it cannot verify is real progress. But fixing an error in a controlled environment doesn't prove the fix will hold in production.

The most dangerous AI output is the one you already agree with

The AI output most likely to go unchecked is the one that confirms what your team already believes.

When a model produces an unexpected result, people investigate. They check the data, the assumptions, and the pipeline.

When it produces the number everyone hoped for, they sign off.

That's how unverified AI enters a business: not through obvious failures, but through results that confirm existing expectations.

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