jc-cp/mri_preprocessing

This repository aims to present a general, customazible pipeline for MRI images based on a single configuration file (in .json format) that has different flags and according to them, a certain pre-processing procedure with desired steps is performed.

Hi there 👋, I'm Juan Carlos or Jc!

🌱 About Me:

🎓 I'm a Spanish/German student specializing in robotics and artificial intelligence, currently living in Boston.
🤖 Passionate about healthcare robotics, MedTech, drones, autonomous driving, and all of their intersection with AI.
🧠 Currently focusing on machine learning and deep learning applications in the medical realm. Proficient in Python, C++, and SQL with knowledge in CAD and PCB design.
💼 Experienced in project management and customer relations.

👨‍💻 Professional Experience:

🏥 Researcher in AI & Radiation Oncology @ Brigham and Women’s Hospital and @ Harvard Medical School, focusing on pediatric cerebral cancer research and AI modeling in MRI image segmentation.
🖼️ Diffusion models @Ryver.ai to improve the quality and reduce biases of AI algorithms.
🚗 Data Science & Machine Learning Consultant @ BMW, where I worked on anomaly detection and predictive analytics for charging stations.
🤖 Software Engineering & Robotics @ Motius, specializing in robotics software development, sensor fusion, and computer vision.

🎓 Education Highlights:

📚 Visiting Scholar @ Harvard Medical School (HMS), and @ Brigham and Women’s Hospital's (BWH) AIM Laboratory.
🧰 Honours Degree in Technology Management @ Center of Digital Technology and Management (CDTM).
🌟 Honours Degree in Leadership and Management @ Bayerische EliteAkademie.
🔍 Master of Science in Robotics, Cognition and Intelligence @ Technical University Munich (TUM).
🔍 Bachelor of Mechatronics and Information Technology @ Karlsruher Institute of Technology (KIT).

🛠️ Skills:

Languages: Spanish, German, English, Catalan, French, Italian.
Programming: C, C++, Python, SQL.
Tools: ROS, Matlab, PCB Design, CAD, PyTorch, TensorFlow.

🌐 Projects & Interests:

🤖 Member of Formula Student Germany, focusing on electronics and high-voltage accumulator design.
🏆 Winner of Jugend Forscht National and other accolades.
📸 Hobbies include triathlon, skiing, hiking, sailing, photography, and drones.

🔗 Find me on:

LinkedIn
[Personal Website] : In the works! \

Feel free to reach out for collaborations or just a friendly chat about technology and innovation!