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jeugregg

Remote worker in Paris & Seoul with 21+ years of experience - Last seen ago

French Data Scientist & Machine Learning Engineer looking for, in France (Ile-de-France) or in South-Korea (Seoul) or anywhere in full-remote, a freelance job OR a permanent contract in Seoul, former Numerical Modelization Specialist, 16 years of XP, Matlab expert in data tools development from vehicle models & tests. In case of full-remote job for a company in France, I can visit your office (every 3 months).
My skills to solve your business or scientific problems :

* Treat / Exploit your textual, visual or structured data with machine learning models, deep learning neural networks in different stages : exploration, development, test and deployment
* Development of visual tools
* Data Collection : Data Mining, SQL, MongoDB, API, Srapy
* Data Analysis : Cleaning / Exploration (statistics tools, matplotlib / seaborn / Tableau )
* Feature Engineering & Machine Learning (scikit-learn, Deep Learning : TensorFlow, PyTorch) to Treat & Exploit your textual, visual or structured data in different stages : exploration, development, test and deployment
* Data Visualization Tool Development (Flask, Dash, Plotly, Docker, Serverless)
* Setup pipeline ETL with Airflow using for example Hadoop, PySpark.
* Setup DevOps CI/CD methods with Gitlab.
* Deployment on Cloud AWS / Azure / GCP with Docker.
* Agile method : Git / GitHub / Gitlab / Jira
* Favorite Languages : Python et Matlab.
* How to Communicate in full-remote? : synchronous (once a week with Zoom / Google Meet / Skype), asynchronous (daily with Slack / Microsoft Teams / Trello...)
* How to secure your data in full-remote? Possible security breaches to be tackled : human (sign a contract like Non-Disclosure Agreement), network (use protocole VPN, SSH, HTTPS), hardware or OS (no client data on freelance computer : remote access SSH to your application like Jupyter Notebook & VSCode, office & calculation on Cloud like Microsoft 365 & AWS / Azure / GCP)

Finally, I prefer, but not mandatory, to work with an existing DATA team and where I could be useful to meet its challenges and also learn at its side in different fields.


Skilled in python matlab sql machine learning nlp tensorflow pytorch computer vision aws docker airflow azure gcp pyspark git github gitlab jira ci cd html css js ionic angularjs 
Fluent in frenchenglish
Preferred timezone 0, +1,+2,+3,+4,+5,+6,+7,+8,+9,-7,-6,-5,-4,-3,-2,-1
Preferred annual pay (min) $100,000/year
Last seen 2 years ago
Signed up 3 years ago
Badges ๐Ÿ‘จโ€๐Ÿ’ป Remote worker

๐ŸŽจ Maker

๐ŸŽ– Early adopter

Employment

2020 - 2020: Data Scientist @ Data Tell Story

2003 - 2018: Data tools developer & Numerical Modeling Engineer @ Groupe PSA

Side Projects

2020 - Now: App DashBoard Covid

2020 - 2020: development of Genetic Algorithm

2019 - 2020: Fake News Detection France

2019 - 2019: StackOverflow tagger

Education

2019 - 2020: Data Scientist @ Openclassrooms

2000 - 2001: Master of Advanced Studies of Energy @ Universitรฉ Paris VI

1997 - 2000: Engineer Hydraulics & Mechanics @ Grenoble INP-Ense3

636ms