Ayoub Abraich

phd student, data scientist : ml-dl-rl

Peut se déplacer à Paris, Paris

  • 48.8546
  • 2.34771
Proposer un projet La mission ne démarrera que si vous acceptez le devis de Ayoub.
Proposer un projet La mission ne démarrera que si vous acceptez le devis de Ayoub.

Localisation et déplacement

Paris, France
Peut travailler dans vos locaux à
  • Paris et 50km autour
  • Paris et 20km autour


Durée de mission
  • entre 1 et 3 mois
  • entre 3 et 6 mois
  • ≥ 6 mois





Compétences (19)

Ayoub en quelques mots

Passionate about Artificial Intelligence, more on Machine Learning (Supervised, Unsupervised and Reinforcement Learning) to develop models for decision making and/or optimization under uncertainty and dynamical systems .


- Data Science ( ML/DL/RL/NLP)
- Software engineering
- Applied mathematics

What I am able to do for you:

- To reassemble strategic knowledge from your different sources of data, by doing statistical analysis by testing many mathematical models until reaching an optimal result (forecasting, anomaly detection, classification, extraction of rules of associations ... etc).

- Find patterns in your records, the different correlations, in order to detect anomalies and predict time series, so better understand your data.

- Cross and consolidate all of your data in order to allow a monitoring of
different business KPIs on a dashboard.

- Suggest improvements to apply to your current system.

Solutions can be python-based application development, or notebooks, with an implementation of interactive visualizations to facilitate understanding of the results.



Centres de recherche


Évry, France

septembre 2020 - Aujourd'hui


Centres de recherche

Research Internship | Deep learning & Causal inference

Évry, France

avril 2020 - Aujourd'hui

Deep learning for estimating the individual treatment effect in a longitudinal context
Supervisors : Pr. Agathe Guilloux (LaMME) & Pr. Blaise Hanczar (IBISC).

CMAP Ecole Polytechnique

High tech

Research internship : Deep reinforcement learning & VQA

Palaiseau, France

avril 2019 - août 2019

Research internship of 4 months under the supervision of Pr. Eric Moulines et Alice Martin.
Topic: Implement deep reinforcement learning algorithms on a "Visually Grounded Question Answering"task to improve dialogue generation . http://vixra.org/pdf/1909.0074v1.pdf

Laboratoire de Mathématiques et Modélisation d'Évry [LaMME]

Centres de recherche

Research internship : Deep Learning On Mimic-III : Prediction of Mortality Within 24 Hrs

Évry, France

mars 2018 - mai 2018

1 recommandation externe



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