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Theophile A.

Data Scientist

420 dollar
Freelancer
2 years
Paris, FRANCE
Data analysis Data Science Deep learning Hadoop Java Machine Learning PySpark Python SQL

My experience

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AmundiMarch 2021 - Present

 • developed methods to measure the alignment of portfolios with the Paris Agreements and steer them to meet the 2050 global net zero carbon objectives.

 • worked on the creation of an autonomous portfolio manager using deep reinforcement learning and in particular DeepMind's muzero algorithm.

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Carrefour Data LabJanuary 2021 - February 2021

•    created solutions to optimize Carrefour’s delivery system and reduce its ecological impact by reducing CO2 emissions.

ETFJune 2020 - August 2020

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Direction Générale de l'Armement (DGA)May 2019 - May 2020

•    conducted bibliographic research on the state of the art on neural networks explicability.

•    created a method to evaluate the relevance of a given explication of an image classification algorithm.

•    implemented an explication on convolutional neural networks with TensorFlow and Keras using attention modules and developed an interface to visualize the explication of image-by-image video classification.


My stack

Big Data

PySpark, Hadoop

Languages

C++, Python, Java, C/C++, SQL

Others

Spanish, Research, Data Science, Data analysis

Technologies

Pandas, Machine Learning

Databases

Microsoft SQL Server

Machine Learning

Deep learning, Keras, Neural networks, PyTorch, Scikit-Learn, TensorFlow

My education and trainings

MSc&T Data Science for Business - Polytechnic University & HEC Paris2018 -

Polytechnic engineer program - Polytechnic University2018 -