JMFreelancer profile translated to English.
Back to original languageAbout Jules
Graduated with a Master's degree in IASD (Artificial Intelligence, Systems, Data) from Université Paris Dauphine - PSL and a Bachelor's degree in Data Science from the University of California, Santa Barbara. Passionate about artificial intelligence and trained in machine learning research, with particular expertise in computer vision and deep learning.
My research project at LOCEAN (CNRS) focused on predicting ocean currents through satellite image analysis. I developed an innovative approach combining advanced satellite data preprocessing and the design of a convolutional neural network with attention mechanisms for predicting oceanic dynamics.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 10km)
Experience
- LOCEAN, IPSL-CNRS, Université Pierre et Marie CurieMachine Learning Research InternENVIRONMENTALApril 2024 - October 2024 (6 months)Paris, France• Led a research project on Sea Level Anomaly (SLA) prediction using deep learning.• Conducted an in-depth literature review on attention models for computer vision tasks.• Integrated attention mechanisms into a convolutional model to improve satellite image prediction.• Achieved a significant improvement in SLA prediction accuracy compared to existing work.• Initiated the development of a Physics-Informed Neural Network (PINN) to model dynamic fluid flow.
- Nokia CorporationSoftware Quality Assurance InternJune 2022 - September 2022 (3 months)Sunnyvale, CA, USA• Collaborated with software engineers to develop a Python-based user interface tool.• Created a tool for testing YANG and OpenConfig data trees, reducing manual testing time.• Designed algorithms to extract and validate data from Devices Under Test (DUT).• Demonstrated problem-solving skills and proficiency in Python and Linux systems.
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Education
- Master in Computer ScienceUniversité Paris Dauphine - PSL2024Master IASD: Intelligence artificielle, Systèmes, Données
- Bachelor in Statistics and Data ScienceUniversity of California, Santa Barbara2023Bachelor de Science, specialité en Statistiques et Science des Données