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

The Way We Evaluate Product Ideas Doesn’t Work Anymore

We try to estimate impact and we try to assess effort.

But most evaluations happen with:
Limited data
No real validation
Weak assumptions

4mo ago

Do people need a personal profile platform beyond LinkedIn and Linktree?

We re building an early-stage platform around a simple belief:

People are more than a r sum , a short bio, or a list of links.

Today:

  • LinkedIn shows your professional side

  • Linktree shows where to find you

  • Portfolios show selected work

  • Social platforms show your latest posts

How Do You Measure Good Product Discovery?

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

But what do we measure for good discovery?

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