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3.8k followers · 329 following

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@python

Achievements

Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: QuickdrawAchievement: Galaxy BrainAchievement: Pull Sharkx4Achievement: Starstruckx3Achievement: Public SponsorAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: QuickdrawAchievement: Galaxy BrainAchievement: Pull Sharkx4Achievement: Starstruckx3Achievement: Public SponsorAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

Organizations

@conda-forge @nteract @gridai @Lightning-AI @Lightning-Universe @Lightning-Sandbox

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Borda/README.md

Hi there 👋 Visit counter

I’m Jirka Borovec (Borda), a Machine Learning and Data Science researcher with a Ph.D. in Medical Imaging and several years of consulting and R&D experience. I solve real-world problems by crafting state-of-the-art algorithms and turning them into robust, community-driven Python libraries.

🎓 Academic Track ResearchGate ORCID

  • Ph.D. in Medical Imaging, Czech Technical University in Prague
  • Published 15+ journal articles and 20+ conference papers (ISBI, ICIP, ACCV, MICCAI workshops)
  • Reviewer for IEEE TMI, TCIA and major international conferences
  • Co-organized the ANHIR challenge on histological image registration

🛠 Developer Track OSS Insight Profile

  • Created & maintain several open-source Python packages
  • Contributed code, CI/CD pipelines, issue reports and reviews to projects like auto-sklearn, YOLOv5, DIPY and more
  • Core maintainer of PyTorch Lightning: pretrain, fine-tune ANY AI model of ANY size on multiple GPUs with zero code changes

🏆 Manager Track LinkedIn Profile

  • Built and led a team to deliver a scalable video-analysis platform from prototype to production
  • Head of the Lightning open-source team: coordinating feature roadmaps, release cycles and mentoring contributors across Lightning ecosystem

simple GH stats

🌐 Get in Touch:

JirkaBorovec in/jirka-borovec jirkaborovec @jborovec jirka

Pinned Loading

  1. pyImSegm pyImSegm Public archive

    Image segmentation - general superpixel segmentation & center detection & region growing

    Python 381 74

  2. BIRL BIRL Public archive

    BIRL: Benchmark on Image Registration methods with Landmark validations

    Python 93 26

  3. Lightning-AI/pytorch-lightning Lightning-AI/pytorch-lightning Public

    Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

    Python 30k 3.6k

  4. kaggle_SandBox kaggle_SandBox Public template

    starting point for Kaggle attempt :]

    Python 17 4

  5. pyDeprecate pyDeprecate Public

    Simple tooling for marking deprecated functions or classes and re-routing to the new successors' instance.

    Python 50 4

  6. GitHub-app-bot GitHub-app-bot Public

    Lightweight GitHub App powered by the Lightning platform, designed to run automated pull request checks based on repository-specific rules and webhook events.

    Python 3 1