Chat with ML GDE Hannes

ML GDE Margaret Maynard-Reid chats with ML GDE Hannes Hapke: how he became an ML GDE, what he likes the most about being an ML GDE, and his work and community projects.

Past Projects:
* Similarity based ML in Production: https://digits.com/developer/posts/assisting-accountants-with-similarity-based-machine-learning/
* NER systems in production: https://digits.com/developer/posts/training-and-deploying-state-of-the-art-transformer-models-at-digits/
* Reducing model latency in production: http://www.hanneshapke.com/inference-profiling

Community work:
* TFX community lead:
https://blog.tensorflow.org/2023/02/extend-your-tfx-pipeline-with-tfx-addons.html
* Developed/shared components with the community: Slack Exit Handler, BigQuery prediction component
https://blog.tensorflow.org/2022/10/how-startups-can-benefit-from-tfx.html
* NLP + TFX: https://blog.tensorflow.org/2020/06/part-2-fast-scalable-and-accurate-nlp.html

Digits' blog post with generative ML: https://digits.com/developer/posts/assisting-accountants-with-generative-machine-learning/

Follow Hannes and Margaret on Twitter:
https://twitter.com/hanneshapke
https://twitter.com/margaretmz

#ML #GDE #GenerativeAI

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