Elias Abou Haydar

Elias Abou Haydar

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ABOUT ME
Lead Data Scientist
Lead Data Scientist

I'm a Lead Scientist at Global Savings Group, based in France and also a spark and scala fanatic and evangelist. I'm mainly work on Scaling Ranking and Recommender Systems.

I'm also part of the Awesome Spark team (https://github.com/awesome-spark).

Arabic, French, English
Paris (+01:00)
Joined October 2016
EXPERTISE
9 years experience
As a Data Scientist, I participate in every subject or project including data from simple ah-hoc analysis to more complexe business model...
As a Data Scientist, I participate in every subject or project including data from simple ah-hoc analysis to more complexe business modeling along with recommender systems, scoring and such
Deep LearningBusiness intelligenceMachine learning
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9 years experience
I design Recommender Systems from end-to-end to fit and suit business cases such as product recommendations or customer email-targeting
I design Recommender Systems from end-to-end to fit and suit business cases such as product recommendations or customer email-targeting
9 years experience
Apache SparkRElasticsearchKibanaApache Zeppelin
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REVIEWS FROM CLIENTS

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SOCIAL PRESENCE
GitHub
airship-convert
A proof of concept converter for Apache Zeppelin notebooks.
Python
3
0
MSDChallenge
Million Song Dataset challenge using Item-Based CF
Python
2
3
Stack Overflow
39040 Reputation
10
126
153
EMPLOYMENTS
Lead Scientist
Global Savings Group
2022-04-01-Present
Currently working on Data Science Initiatives in the group - PoC Project : Fraud Detection
Currently working on Data Science Initiatives in the group - PoC Project : Fraud Detection
Python
Scala
Apache Spark
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Python
Scala
Apache Spark
Keras
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Lead Data
iGraal
2014-04-01-2022-04-01
I have build the following data products : - Large Scale Product Classification End-to-End System. - Scoring Models for Search Engine an...
I have build the following data products : - Large Scale Product Classification End-to-End System. - Scoring Models for Search Engine and Analytical Purposes. - Multimodal Recommendation End-to-End System on a variety of services. - Big Data Cloud Architecture - Analytical Data Platform
Scala
R
Machine learning
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Scala
R
Machine learning
Elasticsearch
Python 3
Kibana
Logstash
Apache Spark
Apache Hadoop
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Technical Expert
Packt Publishing
2015-07-01-2015-11-01
I was an ELK and Apache Hadoop Technical Expert for the 'Elasticsearch for Hadoop' book by Vishal Shukla.
I was an ELK and Apache Hadoop Technical Expert for the 'Elasticsearch for Hadoop' book by Vishal Shukla.
Elasticsearch
Kibana
Logstash
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Elasticsearch
Kibana
Logstash
Apache Spark
Apache Hadoop
Apache Storm
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PROJECTS
Multi-Modal RecSys
2015
Scala
Apache Spark
Scala
Apache Spark