Jakob Kruse
Software Engineer at ECB
Frankfurt, Hesse, Germany
Summary
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RockstarJakob Kruse is a software engineer and AI practitioner based in Frankfurt with seven years of experience building and refining machine learning systems. At the ECB he combines software development with AI engineering, focusing on practical improvements to model workflows and data pipelines. His open-source work includes refactoring and upgrading image processing executors in the popular jina-ai/examples repository, where he integrated a BigTransferEncoder and streamlined image readers to boost image-search performance. He brings a pragmatic, hands-on approach to productionizing ML components and a track record of modernizing tooling to reduce friction for downstream users.
7 years of coding experience
Github Skills (9)
jina10
machine-learning10
python10
image-processing10
deep-learning9
computer-vision9
semantic-search8
tensorflow8
nlp5
Programming languages (6)
Github contributions (5)
jina-ai/examples
May 2021 - Aug 2021
Jina examples and demos to help you get started
Role in this project:
ML Engineer
ML EngineerContributions:23 reviews, 51 commits, 9 PRs in 2 months
Contributions summary:Jakob primarily focused on refactoring and updating executors within the project, specifically related to image processing and encoding. Their contributions included moving executors to a new version (2.0) and fixing argument parsing. They also worked on implementing and integrating a BigTransferEncoder, and refined the image processing pipeline by adding a MatchImageReader executor. These modifications demonstrate the user's involvement in improving the model's performance and workflow within the image search example.
nlppythononboardingget-starteddeep-learning
jakobkruse1/emotion-recognition
Jan 2022 - Dec 2022
This is the repository for my master's thesis on emotion detection
Contributions:290 commits, 43 PRs, 239 pushes in 10 months
pytorchemotiondeep-learningcomputer-visionemotion-detection
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