Description

Hello,

I have been working on Machine Learning deployment and research for the past 2+ years. I worked in the United States in the laboratory of GeorgiaTech University in Atlanta. Currently, I am studying at the Ecole Nationale Supérieure in France, where I am taking courses in data science, artificial intelligence and mathematics.

I can provide solutions for any problem or project, including machine learning (ML), artificial intelligence (AI), computer vision, back-end and theoretical mathematics.

I am rigorous and organised in my work. I value quality and do not hesitate to contact the client several times to make sure I understand the objectives.

Languages

French
Native or bilingual
English
Fluent
Spanish
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

Georgia Institute of Technology
Machine Learning Researcher
MECHANICAL ENGINEERING
February 2022 - July 2022 (5 months)
Atlanta, GA, USA
Prediction of physical properties of simulated 3D microstructure
- In-depth data analysis and computation of mecanical properties
- Convolutional Neural Networks, VGG for image regression
- Variational Autoencoders for image reconstruction and analysis of latent space
Image Processing Machine learning Deep Learning CNN Pytorch
Scortex
Back-end Developer
RAW MATERIALS INDUSTRY
July 2021 - January 2022 (6 months)
Paris, France
Deployment of machine learning models for automated maintenance on images of industrial parts.
- Implementation of a RESTful API.
- Training and comparison of ML models
- Automatic metadata cleaning tool
Développement Back-End API Database administration TensorFlow Docker MongoDB Django
Lycée Condorcet
Physics examiner
EDUCATION AND E-LEARNING
September 2020 - June 2021 (9 months)
Paris, France
Oral examinations in college for first year students
- Explanation of the course and applications
- Research exercises
Teaching Tutoring Sciences

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Master of Engineering - MVA
Ecole Normale Supérieure
Engineering Master specialized in Mathematics and Artificial Intelligence. - Geometric and Topological Data Analysis, Computational Statistics, Large Scale Computing Optimization - Reinforcement Learning, NLP, Deep Learning, Signal Processing, Computer Vision
Master of Engineering - MEng
École des Ponts ParisTech
2022
Generalist school. Cursus specialized in Artificial Vision and Learning. - Mathematics: Convex Optimisation, Partial differential equations, Decision-making in uncertainty, Game Theory, Operational Research, High-dimensional Statistics - Computer Science: Machine and Deep Learning, Image Processing, Advanced Programming in C++, Python - Misc: Mechanics of Continuous Materials, Cost-benefit Analys of Intermittent Renewable Energy

Matias E.

Data Science | Analysis | Machine Learning 🚀

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