Oussama - Data Scientist BIG DATA

Ref : 211011B003

Email vérifié

Domicile

75016 PARIS
Profil

Data Scientist (31 ans)
Mobilité

Totalement mobile
Statut

Bientôt freelance
Tarif Journalier Moyen
Voir le tarif

Photo d'Oussama, Data Scientist BIG DATA

Compétences

LINUX

DEVOPS

BIG DATA

DATA

MYSQL

Expériences professionnelles

R&D Data Engineer

TotalEnergies, Nano-INNOV
Jan 2021 - aujourd'hui
Build and operationalize data processing systems
- Create and manage a cloud infrastructure for geospatial data
- Build econometrics and ml modules
- Build a data ingestion pipeline
Engie, Paris, ******** - Common Data Hub Data Engineer
Intern Lead Data Scientist/Engineer

Davidson, Paris
Jan 2020 - Jan 2021
Common Data Hub is the collaborative datalake of the engie group
which allows different entities to store, share their data and create value
via transformation, dashboarding and machine learning tools.
Team of 9 developers, 150TB of stored data, 1200 Users, 40 Countries.
Davidson, Paris— Intern Lead Data Scientist/Engineer
Jan 2020 - Jan 2020
- Help facilitate software quality measures - TDD, Peer Review,
continuous integration and unit test
- Development of data analytics models, e.g. predictive models for
industrial assets, based on cutting-edge machine learning and
artificial intelligence techniques
- Building data pipelines for production systems at large scale
- Contributed meaningful improvements to existing machine learning
model through carefully directed research
- Productize and automate machine learning, model tuning and
deployment
Cloud Data Engineer

Canon France, Paris
Jan 2020 - Jan 2020
Training and deploying an ML model as microservice on GCP for digital
transformation of business processes:
- Detect and extract text from structured and unstructured data.
- Document classification (Cloud AutoML)
- Knowledge extraction from structured sources.
Data Engineer

Air Liquide Healthcare, Paris
Jan 2019 - Jan 2019
- Collecting data from iot devices
- REST API design, development and management
- Managing MongoDB database
Data Scientist

Davidson, Paris
Jan 2018 - Jan 2019
- Build Deep Learning generative model (Seq2Seq)
- Install and configure a MongoDB server
- Use recurrent neural networks for named entity recognition and POS
- Apply post-processing to generated answers by consuming external APIs

Études et formations

CERTIFICATIONS

Professional Data Engineer (Google Cloud Platform):
- Design data processing systems
- Build and operationalize data processing systems
- Operationalize machine learning models
- Ensure solution quality

Associate Cloud Engineer (Google Cloud Platform):
- Set up a cloud solution environment
- Plan and configure a cloud solution
- Deploy and implement a cloud solution
- Ensure successful operation of a cloud solution
- Configure access and security

TensorFlow Developer Certificate (Google):
- Building image recognition, object detection, text recognition algorithms with
deep neural networks and convolutional neural networks
- Using real-world images in different shapes and sizes to visualize the journey
of an image through convolutions to understand how a computer “sees”
information, plot loss and accuracy
- Exploring strategies to prevent overfitting, including augmentation and
dropouts
- Applying neural networks to solve natural language processing problems
using TensorFlow

HONOURS & AWARDS
- Laureate Award (highest score in Class), Higher Institute of Management of
Tunis, Academic year 2016-2017.
- Laureate Award (highest score in Class), Faculty of economics and
management of Nabeul, Academic year 2014-2015.
- Laureate Award (highest score in Class), Faculty of economics and
management of Nabeul, Academic year 2013-2014.
- Finalist in the Generation Machine Learning Competition organized by
HSBC, Société générale, et Sia Partners 2018

EDUCATION
Master 2 Informatics and Intelligent Systems (ISI) with a
specialization in Data Science
Université Paris Dauphine Sep-2017 Mar-2018
• Deep Learning/ Reinforcement Learning
• Supervised/unsupervised learning/ multi agent system
• Algorithms, Systems and Paradigms for BigData
Master of Science in Modeling with a specialization in forecasting
Higher Institute of Management of Tunis Sep-2015 Jul-2017
• Decision Making Techniques and Tools
• Simulation/ Optimization/ Time series analysis
• Data-Mining & Statistical Machine Learning

Autres compétences

CERTIFICATIONS

Professional Data Engineer (Google Cloud Platform):
- Design data processing systems
- Build and operationalize data processing systems
- Operationalize machine learning models
- Ensure solution quality

Associate Cloud Engineer (Google Cloud Platform):
- Set up a cloud solution environment
- Plan and configure a cloud solution
- Deploy and implement a cloud solution
- Ensure successful operation of a cloud solution
- Configure access and security

TensorFlow Developer Certificate (Google):
- Building image recognition, object detection, text recognition algorithms with
deep neural networks and convolutional neural networks
- Using real-world images in different shapes and sizes to visualize the journey
of an image through convolutions to understand how a computer “sees”
information, plot loss and accuracy
- Exploring strategies to prevent overfitting, including augmentation and
dropouts
- Applying neural networks to solve natural language processing problems
using TensorFlow

HONOURS & AWARDS
- Laureate Award (highest score in Class), Higher Institute of Management of
Tunis, Academic year 2016-2017.
- Laureate Award (highest score in Class), Faculty of economics and
management of Nabeul, Academic year 2014-2015.
- Laureate Award (highest score in Class), Faculty of economics and
management of Nabeul, Academic year 2013-2014.
- Finalist in the Generation Machine Learning Competition organized by
HSBC, Société générale, et Sia Partners 2018

EDUCATION
Master 2 Informatics and Intelligent Systems (ISI) with a
specialization in Data Science
Université Paris Dauphine Sep-2017 Mar-2018
• Deep Learning/ Reinforcement Learning
• Supervised/unsupervised learning/ multi agent system
• Algorithms, Systems and Paradigms for BigData
Master of Science in Modeling with a specialization in forecasting
Higher Institute of Management of Tunis Sep-2015 Jul-2017
• Decision Making Techniques and Tools
• Simulation/ Optimization/ Time series analysis
• Data-Mining & Statistical Machine Learning