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indvertseg_verse's Introduction

Hi 👋, I'm Luís Serrador

🚀 Welcome to my profile! I'm Luís Serrador, a dynamic and highly motivated PhD candidate (waiting for viva) with a passion for machine learning.

💡 With a solid background in this exciting field, I've honed my skills in conducting research and publishing findings in prestigious international journals.

👨‍💻 As a seasoned freelance machine learning developer, I thrive on implementing cutting-edge solutions to tackle a wide range of challenges (from computer vision to NLP). My track record speaks for itself – I'm adept at delivering results that exceed expectations.

📚 Always eager to learn and grow, I'm committed to continuous self-study and actively participate in relevant courses to stay updated with the latest advancements in machine learning.

💼 I'm on the lookout for opportunities to contribute to innovative projects where I can leverage my expertise in machine learning to make a meaningful impact. Let's collaborate and create something amazing together! Feel free to reach out and connect with me on LinkedIn.

⚙️ Technical skills:
Machine Learning: Tensorflow, PyTorch, SciPy, scikit-learn, scikit-image, OpenCV
NLP: HuggingFace (transformers, datasets), LangChain, spaCy, NLTK, ChromaDB
Data visualization: matplotlib, seaborn
Model testing: pytest, tox
MLOps: MLFlow, Evidently, CircleCI, FastAPI, git, GitHub Actions, Docker
Cloud: AWS (Sagemaker, S3, EC2, ECR, Lambda, API Gateway)

How to reach me:

Gmail icon (2020) [email protected]

luiserrador linkedin.com/luiserrador

indvertseg_verse's People

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indvertseg_verse's Issues

some problem

Hello, I have a bug while trying to use your code,326 lines in utils/data_utilities.py file,ValueError: Not all axis codes [16, 42.0, 78.0, 57.0] in label set ['L', 'R', 'P', 'A', 'I', 'S', None].How do I fix this? Looking forward to your reply,thank you very much

verse data

So running the entire code on the verse dataset, does it get the effect of the verse dataset on 3D-unet?

Run the network

Hello, I will appreciate it very much if you can give me some guidance on how to use the trained network to generate the slice level heatmap and segmentated image. Thanks.

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