Jacob

Jacob

Senior Machine Learning engineer

About

Experienced AI engineer adept at driving end-to-end machine learning projects from concept through deployment with a focus on scalable architectures and interdisciplinary collaboration. Demonstrated success in leading teams to build advanced NLP and unstructured data solutions with measurable improvements in performance and business insight. Strong communicator with a track record of stakeholder engagement and delivering data-driven AI products in dynamic environments.

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Gone streaking
Gone streaking

Forums

How Do You Measure Good Product Discovery?

We measure delivery.
We measure usage.
We measure outcomes.

But what do we measure for good discovery?

Nika

7d ago

What marketing strategies do you consider unethical, and which ones do you consider brilliant?

During today s standup meeting, an idea came up about improving our presence on Reddit (for LLM search visibility and similar reasons).

One of the suggestions was to look for high-karma accounts and possibly buy them to appear more credible when posting and mentioning the product within the posts/comments. It s a tactic, sure, but to me it already feels like it crosses an ethical line. I sometimes worry they can seriously damage a company s reputation.

Nika

12d ago

What was your initial motivation for starting a business?

People s motivations for wanting something of their own vary quite a lot.

So far, though, I ve most often heard these three answers:

  • To make a lot of money.

  • To work really hard until 30 so I can relax later in life.

  • Time and location freedom.

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