Its important to innovate yourself. Here’s how I have survived the changing technical landscape.

This article was inspired by an article I read about trying to stay current as a software engineer.

Photo by Estée Janssens on Unsplash

I started my career as an engineer. I like to know how things work. You know, take them…


Since 2006, I have worked within companies that have integrated AI (or machine learning or data science) into their solutions. These companies have ranged in size from micro start-ups all the way to large multi-nationals. As to their level of success, I will let their board members and customers be…


Sprint 3 — Is Data Science an Oxymoron?

This post is the third in a series about being an ML PM, that started here.

When I first learned about science, way back in elementary school, it was presented as a series of facts. As part of the learning process, students…


Sprint 2 — Do what you do

This post is the second in a series about being an ML PM, that started here.

As a product manager you are all about relationships. You don’t actually manage anyone, unless you are the lead/head/director PM. …


Sprint 1 — The flip side

My other series focusses on sharing tips and concepts with data scientists who want to learn more about product. …


Sprint 5 — Done yet?

This is a continuation of a series that started here. The article is based on my own experience as an ML PM, yours may be different.

Scientists are curious individuals. In my experience, we also tend to be perfectionists. …


Sprint 4 — Product Integration

This is a continuation of a series that started here. The article is based on my own experience as an ML PM, yours may be different.

The last article was all about the documentation required to assist in productizing your work. What does it mean…


Sprint 3 — The Docs

This is a continuation of a series that started here. The article is based on my own experience as an ML PM, yours may be different.

During sprint 2, I wrote about the product team from from the perspective of a software company that uses…


Sprint 2 — The Team

I am an ML product manager sharing my perspective based on my own experience in software products. This is part of series to explain to aspiring Data Science professionals what is like to work in a product role. The start of the series is here.

As cliché as it is…


Sprint 1 — Intro

I am an ML product manager. What does that mean? Well, I do all the regular PM stuff such as:

  • talk to customers,
  • identify requirements,
  • write specs and stories,
  • prioritize features,
  • work with Dev and QA to implement the feature…

Also, I have a technical background that includes image and…

Tyna Hope

An ML product manager. Bio on LinkedIn. Opinions expressed are my own.

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