Hey, I'm Hannes.

Product-focused machine learning engineer. Talks, and writes about Machine Learning, MLOps, and Natural Language Processing. I share thoughts, wins and failures.

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How to Profile TensorFlow Serving Inference Requests with TFProfiler

How to Profile TensorFlow Serving Inference Requests with TFProfiler

Determining bottlenecks in your deep learning model can be crucial in reducing your model latency

Receiving Google Open Source Peer Bonus Award 2022

Receiving Google Open Source Peer Bonus Award 2022

Receiving Google Open Source Peer Bonus Award 2022

Notes on deploying models with TFServing

Notes on deploying models with TFServing

A collection of useful links with information about the inner working of TFServing

Notes on Reinforcement Learning for Human Feedback

Notes on Reinforcement Learning for Human Feedback

Reinforcement Learning for Human Feedback (RLHF) is the concept with powers recent models like ChatGPT

Notes on Model Performance Profiling

Notes on Model Performance Profiling

A collection of useful links with information about model performance profiling

Notes on GPT4

Notes on GPT4

A collection of useful links with information about the inner working of TFServing

Highly interesting Twitter threads to revisit from time to time

Highly interesting Twitter threads to revisit from time to time

I find myself revisiting highly interestign Twitter threads. Here is a list of the most interesting threads sorted by topics ...