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.
Remote OK | rok.co/@jeugregg |
๐ Website | greg.coolplace.fr |
GitHub | jeugregg |
X | jeugregg |
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 |
๐จโ๐ป Remote worker ๐จ Maker ๐ Early adopter |
2020 - 2020: Data Scientist @ Data Tell Story
2003 - 2018: Data tools developer & Numerical Modeling Engineer @ Groupe PSA
2020 - Now: App DashBoard Covid
2020 - 2020: development of Genetic Algorithm
2019 - 2020: Fake News Detection France
2019 - 2019: StackOverflow tagger
2019 - 2020: Data Scientist @ Openclassrooms
2000 - 2001: Master of Advanced Studies of Energy @ Universitรฉ Paris VI
1997 - 2000: Engineer Hydraulics & Mechanics @ Grenoble INP-Ense3