Skip to content
View Borda's full-sized avatar
👻
Shepherd
👻
Shepherd
3.8k followers · 334 following

Sponsoring

@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

Organizations

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

Block or report Borda

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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:

in/jirka-borovec jirkaborovec @jborovec jirka

Pinned Loading

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

    Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

    Python 30.3k 3.6k

  2. pyDeprecate pyDeprecate Public

    Smoothly deprecate and redirect Python functions/classes with smart warnings and auto-routing—keep your codebase clean while maintaining backward compatibility

    Python 51 4

  3. 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 5 1

  4. kaggle_SandBox kaggle_SandBox Public template

    starting point for Kaggle attempt :]

    Python 17 4

  5. pyImSegm pyImSegm Public archive

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

    Python 380 74

  6. BIRL BIRL Public archive

    BIRL: Benchmark on Image Registration methods with Landmark validations

    Python 93 26