Summary
Overview
Work History
Education
Skills
Paper & Certification
Timeline
Generic

Nathan Heraief

Manager In DataScience
Paris

Summary

I joined Ekimetrics in 2023, following experience as a data scientist in the energy sector. With strong skills in product development, performance marketing and business intelligence, I have demonstrated my ability to deploy MMM programs and data science solutions at scale, driving business impact and user adoption.

Overview

6
6
years of professional experience
4
4
years of post-secondary education
3
3
Languages

Work History

Manager in DataSience & Strategic Marketing

Ekimetrics
PARIS
01.2023 - Current

Helping client to deploy & scale Marketing Measurment Program

  • Design & deploy a state-of-the-art MMM solution to help marketers to better budget decisions
  • Rollout over top 10 markets, scale for thousands of models and hundreds of users
  • Tailored capabilities to reach high level of industrialization and volumes (Hierarchical Bayesian models, industrialized approach end-to-end, fully cloud based over GCP)

Data Scientist

EDF
PARIS
11.2019 - 12.2022
  • Solve complex problems using AI, either to increase productivity and performance of EDF employees (predictive maintenance, NLP applied to media, ...), or to help our customers manage their electricity consumption (clustering, time series analysis).
  • Developed roadmaps for different EDF business units to address their emerging AI needs. (ex: AI&Mobility)

Data Scientist

Airbus Defense and Space - Cyber security Dpt.
PARIS
03.2019 - 11.2019

Publication of paper at MLCS 2020 conference

Education

Master of Science - École Des Mines De Saint-Étienne

Engineer Degree
09.2016 - 11.2019

Ecole Polytechnique De Montréal

Visiting Student
Canada
08.2018 - 03.2019

Skills

Marketing Mix Modeling

Marketing Strategy

Advanced Analytics

Paper & Certification

  • Google Ads Search & Creative Certifications
  • MitM Attack Detection in BLE Networks using Reconstruction and Classification Machine Learning Techniques. MLCS 2020 - 2nd Workshop on Machine Learning for Cybersecurity, Sep 2020, Ghent, Belgium.⟨hal-02948407⟩
  • Professional Scrum Master I

Timeline

Manager in DataSience & Strategic Marketing

Ekimetrics
01.2023 - Current

Data Scientist

EDF
11.2019 - 12.2022

Data Scientist

Airbus Defense and Space - Cyber security Dpt.
03.2019 - 11.2019

Ecole Polytechnique De Montréal

Visiting Student
08.2018 - 03.2019

Master of Science - École Des Mines De Saint-Étienne

Engineer Degree
09.2016 - 11.2019
Nathan HeraiefManager In DataScience