Jean Voigt – Medium

Jean Voigt
in
Unmanage

The Machine Learning Manifesto

After months of insightful discussion, feedback and research I venture and propose a list of 42 principles for more holistic machine…

4 min readFeb 10, 2022

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The Machine Learning Manifesto

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Jean Voigt
in
Unmanage

The Machine Learning Product Strategy Journey

Thinking beyond use cases and business objectives opens the path for fundamental and lasting benefits and products

9 min readJan 6, 2022

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The Machine Learning Product Strategy Journey

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Jean Voigt
in
Towards Data Science

7 Critical Machine Intelligence Exams and The Hidden Link of MLOps with Product Management

It is time machines take exams before being unleashed on the world! A great machine learning product becomes extraordinary through testing…

8 min readDec 10, 2021

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7 Critical Machine Intelligence Exams and The Hidden Link of MLOps with Product Management

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Jean Voigt
in
Unmanage

5 Ideas to Maintain Senior Executive Involvement for Machine Learning

How to keep executive teams engaged throughout the machine learning journey in a highly regulated business environment

6 min readDec 3, 2021

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5 Ideas to Maintain Senior Executive Involvement for Machine Learning

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Jean Voigt
in
Unmanage

6 Strategic Process Considerations Beyond MLOps

The combination of agile execution, product management, audit controls, and operational resilience integrate MLOps into the corporate…

9 min readAug 23, 2021

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6 Strategic Process Considerations Beyond MLOps

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Jean Voigt
in
Unmanage

Addressing 4 Key Cross-Functional Conflicts in AI/ML Initiatives

Legal, data management & documentation plus disintermediation are good for a long-term AI journey

6 min readJun 8, 2021

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Addressing 4 Key Cross-Functional Conflicts in AI/ML Initiatives

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Jean Voigt
in
Unmanage

6 Reasons to Spend More Time Thinking About Labels

A lot of effort goes into feature engineering. By comparison it seems labels receive much less attention. Perhaps it is time to change…

8 min readJun 4, 2021

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6 Reasons to Spend More Time Thinking About Labels

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Jean Voigt
in
Unmanage

Did You Consider These 6 Organizational & Structural Aspects For AI Teams?

Observations on federated or decentral AI/ML and data science organization supported by serving leaders with limited new or additional…

8 min readMay 31, 2021

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Did You Consider These 6 Organizational & Structural Aspects For AI Teams?

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Jean Voigt
in
Unmanage

Data Myopia And Other Distractions

What is the right organizational culture for a machine learning initiative? Practical observations & the start of a conversation

6 min readMay 17, 2021

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Data Myopia And Other Distractions

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Jean Voigt

Jean Voigt

Creativity is Inspired by Activity — Shaping & transforming organizations to build amazing products leveraging AI. Runner, swimmer, climber & mountaineer

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