Marin Leblanc - ML Engineer
Margaret River,WA
Summary
I am a software engineer from TELECOM SudParis with a Data Science master's degree. I have been working for more than four years as a consultant in Data Science and Data Engineering. I help companies smoothly adopt innovative IT solutions by coding, building, and documenting projects and analyses that facilitate business procedures. Furthermore, I am always helping my customers stay one step ahead by being up to date with new solutions in cloud computing and Deep Learning.
Overview
7
7
years of professional experience
1
1
Certification
Work History
Data Engineer and Scientist Consultant
EDF Renewables (MP Data)
Remote
12.2020 - 04.2022
- I implemented two python projects to help EDF teams adjust and monitor an internal framework that collects data from wind farms, sends it to the AWS, and analyses them.
- I developed Python solutions that interact with PI OSIsoft ( a real-time data exploitation platform) to apply sophisticated data analysis and machine learning for monitoring wind turbines' health. So far, two projects were deployed in production: one to predict generator temperatures for detecting faults and another for under-performance detection.
Data Scientist Consultant
Air France (MP Data)
Paris Area
02.2019 - 06.2020
- I operated on several subjects as delay prediction of medium-haul planes, airport congestion, the study of trail meal consumption, and forecasts of stewards that will be in a long-missing period. I analyzed multi-dimensional data and processed complex data such as weather data and food menus depending on the projects. I set end-to-end machine learning projects based on Python.
- I also developed in C++ to upgrade an optimization project responsible for assigning stewards Alternate Time Employment Contracts
- The optimization project executed successfully in production, and the delay prediction is currently running. I also published analyses for improving business understanding and documents to take over my projects easily.
Data Engineer Consultant
Weborama (Devoteam)
Paris
02.2018 - 10.2018
- Saved execution times and ensured the integrity of the results for calculating frequencies from hierarchized data by developing a Spark application working on HBase in a Hadoop environment.
- Wrote a Go-Lang project to integrate the Spark solution into the Weborama environment and orchestrate several Spark jobs.
- As a result, the application's performance improved approximately by 500%.
Data Science and Engineer
Devoteam Research and Innovation
Massy
07.2017 - 12.2017
- I worked in the Devoteam Research and Innovation team on POC: Anomaly Detection in network traffic by leveraging a distributed environment with an HDP cluster and using this environment to train and apply our models.
Full Stack Data Scientist
Self-Employed
Margaret River, WA, 6285
05.2023 - Current
- I am developing a Django web application that provides analysis for applying the dual momentum strategy to major US ETFs and offers monthly forecasts for the targeted assets identified by this strategy, using data sourced from Yahoo Finance's API.
- Concurrently, I am expanding my machine learning knowledge by studying 'Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition', and enhancing my skills in deploying machine learning projects on AWS.
Education
Engineering degree (Master's Degree) - Information Technology
Telecom SudParis
Paris04-2018
Master in Data Science - Data Science
ITAM
Mexico06.2017
Two-year preparation courses for the entrance exams to French 'Grandes Ecoles' - Mathematics, Physics, Chemistry
Marcelin Berthelot Prepa PC
Paris05.2013
Skills
- Steps end-to-end Machine Learning project
- Deep Learning and data processing with TensorFlow and HuggingFace
- Python (pandas, sklearn,)
- Data Pipelines
- AWS (Sagemaker, CDK, Glue,)
- Apache Spark (Java, Scala)
- Golang
- C
- Integration and deployment tools (AWS, Git, Docker, Atlassian)
- PI Osisoft
- Reporting & Analysis
- Teamwork
- Adaptability and willingness to learn
- Effective communicator
Certification
- AWS Machine Learning Certificate - Specialty AWS | Feb 2024 - Feb 2027
- AWS Certified Developer - Associate AWS | Dec 2021 - Dec 2023
- AWS Certified Solutions Architect - Associate AWS |Oct 2020 - Oct 2022
- Generative AI with Large Language Models DeepLearning.AI | Oct 2023 - Current
- Software Engineer skills assessed (ANZSCO 261313) Australian Computer Society | Nov 2023 - Nov 2025
Languages
English
Full Professional
French
Native/ Bilingual
Spanish
Professional
References
- Grégoire Gaillac, CEO from MP Data gregoire.gaillac@mpdata.fr | +33661205010
- Benoit Robillard, Chief tech lead Operations Research and Data Science from Air France - KLM berobillard@airfrance.fr | +33683879075
- Alexis Sukrieh, CTO from Weborama alexis@weborama.com
- Yann Richard, IT project manager from EDF Renewables yann.richard@edf-re.fr | +33629670470
Hobbies
- Surfing
- Thai Boxing
- Hiking
Timeline
Full Stack Data Scientist
Self-Employed
05.2023 - Current
Data Engineer and Scientist Consultant
EDF Renewables (MP Data)
12.2020 - 04.2022
Data Scientist Consultant
Air France (MP Data)
02.2019 - 06.2020
Data Engineer Consultant
Weborama (Devoteam)
02.2018 - 10.2018
Data Science and Engineer
Devoteam Research and Innovation
07.2017 - 12.2017
Engineering degree (Master's Degree) - Information Technology
Telecom SudParis
Master in Data Science - Data Science
ITAM
Two-year preparation courses for the entrance exams to French 'Grandes Ecoles' - Mathematics, Physics, Chemistry
Marcelin Berthelot Prepa PC
- AWS Machine Learning Certificate - Specialty AWS | Feb 2024 - Feb 2027
- AWS Certified Developer - Associate AWS | Dec 2021 - Dec 2023
- AWS Certified Solutions Architect - Associate AWS |Oct 2020 - Oct 2022
- Generative AI with Large Language Models DeepLearning.AI | Oct 2023 - Current
- Software Engineer skills assessed (ANZSCO 261313) Australian Computer Society | Nov 2023 - Nov 2025
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