Hi, I am Marti Jimenez
A Computer Science Engineering Student
⭐ I'm studying CS engineering in France at the engineering school INSA of Toulouse.
🧠 I'm fascinated by Machine Learning. Driven by envisioning unique and unexplored applications of ML, my passion has taken me from the intriguing realm of Medical AI to my current exploration of spatial applications.
🚀 I'm open to exciting opportunities that match my interests and skills. If you have projects that push boundaries, encourage innovation, and require creative problem-solving, feel free to connect with me!
experience
Deep Learning Researcher
Internship - 3 months, 2023
Laboratory of Pathogen and Host Immunity (LPHI), Montpellier, France
AI for High Dimensional PDE modeling in Oncology
n-Dimensional non-linear Partial Differential Equations solver framework
4D non-linear PDE system resolution (evolution of melanoma tumor)
Proposition of 2 methods for interdependent systems of non-linear PDEs
Projects
Satellite Pose Estimation
(Ongoing poject)
Complete pipeline for developing a pose estimation model, from modeling to estimation.
- Deep Learning
- PyTorch
- Python
Membership Inference Attack on CNNs
Exploring LeNet-5 privacy via data-leak-driven membership inference attacks.
- Deep Learning Security
- Python
- Deep Learning
Image Retrieval with Siamese Networks
Retrieving images of the same location using key-point descriptors.
- Deep Learning
- Python
- Tensorflow
education
Skills
- Machine Learning
- Data Processing
- Applied Mathematics
- Deep Learning
- Data Analysis
Frameworks & Libraries
- PySpark
- Pandas
- Tensorflow
- Keras
- PyTorch
- Scikit-Learn
Programming Languages
- Python
- C
- Java
Languages
- English
- French
- Spanish
- Catalan
Contact
Email meConnect on Linkedin