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Sébastien Tétaud

Space Data Scientist, CV Engineer, ETL

Works remotely from Seoul

  • 37.539619
  • 127.009676
  • Suggested rate €650 / day
  • Experience 2-7 years
Propose a project The project will begin once you accept Sébastien's quote.

This freelancer is available full-time but hasn't confirmed their availability in over 7 days.

Propose a project The project will begin once you accept Sébastien's quote.

Location and workplace preferences

Location
South Korea Seoul Yongsan Seoul
Remote only
Primarily works remotely

Preferences

Project length
  • ≤ 1 month
  • Between 1-3 months

Verifications

Freelancer code of conduct signed
Read the Malt code of conduct

Verified email

Languages

  • French

    Native or bilingual

  • English

    Fluent

  • Korean

    Conversational

Categories

Skills (7)

Sébastien in a few words

Hi~
I am Sebastien Tetaud, Data Scientist currently based in Seoul South Korea.
I have a Bachelor of Physics and Master Degree in Space Engineering. I have a strong knowledge in data engineering, data analytics and Ai due my past experience at European Space Agency, CERN, Berkeley, CNRS.
Please feel free to contact me if you have any questions :)

Experience

DeltaX

Artificial Intelligence Researcher

Seoul, South Korea

August 2022 - Today (4 months)

LuxPM

Lead Data Scientist

Seoul, South Korea

November 2021 - August 2022 (9 months)

European Space Agency - ESA

Earth Observation Data Processing Engineer (staff)

Rome, Metropolitan City of Rome, Italy

January 2021 - November 2021 (10 months)

European Space Agency - ESA

Data Scientist (YGT)

Noordwijk-Binnen, 2201 LT Noordwijk, Netherlands

July 2019 - January 2021 (1 year and 6 months)


• Real-time satellite (SENTINEL 2 A/B) anomaly detection by using deep learning, machine learning, and statistical technics.
• Data acquisition/data cleaning/data mining/data analysis full scheduled and automatized with Apache Airflow.
• Optimised data acquisition for high-availability storage and retrieval of time series data and real-time analytic.
• Dashboard development for data visualization with Grafana.
• Exploratory studies for payload instrument degradation using. Toolbelt: Python, Shell, InfluxDb, Grafana, Airflow, Gitlab. Libraries: Tensorflow, Keras, scikit-learn, Xarray, Pandas, Influxdb, Airflow, Telegram, etc

CNRS - CNRS

Data Engineer for Earth Observation

91120 Palaiseau, France

December 2018 - June 2019 (6 months)


• Implementation of pipelines that ingest huge volumes of data from different geostationary satellites (NOAA/METEO France/ JMA)
• Build and maintain pipeline systems for real-time geospatial data analyses to predict and support balloons trajectory for Straetol2 campaign.
• Automatic production of this workflow of data analysis in close collaboration with scientists.
• Detect, fix and improve existing pipelines of geospatial data analyses.
• Corrective maintenance, test, and validation.
• Review, track and approve code with GitLab

CERN

R&D/ Data Engineer

Geneva, Switzerland

January 2018 - November 2018 (10 months)


• Outgassing measurements of polymers in a vacuum environment by building a custom ultra high vacuum test bench.
• Developing a graphic user interface for automatized post-processing, data analysis and dynamic data visualization for different types of instrumentation.
• Implement this GUI to the vacuum acceptance test lab to standardize test.
• Coordinate vacuum acceptance test for ELENA decelerator antimatter experiments.

European Space Agency - ESA

Master Thesis Data Analysis for Space Instrumentation

Noordwijk, Netherlands

March 2017 - September 2017 (6 months)

Infrared Detector Characterization, Impact of Gamma Rays on HgCdTe Detector for The Astronomy Large Format Array program: infrared detector, interaction gamma/ matter data processing, software engineering. I'm working in the Payload Technology Validation section belonging to the Future Missions Department inside the Science Division. My mission is a part of the ALFA-N activity: ESA's technology development program ALFA-N (Astronomy Large Format Array – Near-infrared), developing a Photon-to-SpaceWire detection system for science missions with instruments sensitive in the Near-Infrared waveband (from 0.8 to 2.5 um). My goals:
• Perform an irradiation test plan.
• Develop a generic software for data acquisition and data analysis.
• Perform electro-optical detector characterization pre and post-irradiation at cryogenic temperature.
• Measure the annealing effect on the detector performances at cryogenic temperature by performing an electro-optical test on the detector after irradiation.
• Evaluate the impact of the radiation on the detector and give feedback to the industry (CEA) that manufactured this detector to improve the performances of the next generation of a detector for the future ARIEL mission.

Berkeley Lab

Research Intern

Berkeley, CA, USA

April 2016 - August 2016 (4 months)

Non-Evaporable Getter thin film coatings for next-generation particle accelerator.
• Optimization of a getter thin film of TiZrV inside a copper tube by plasma sputtering deposition process. These getters film allow pumping the unwanted gases inside Ultra Hight Vacuum chamber.
• Determination the concentration of TiZrV/O2 film by Rutherford Backscattering Spectrometry with a monoenergetic ion beam.
• Data processing and simulations.
• Assembly a new high vacuum chamber.

Westfälische Wilhelms-Universität Münster

Research Intern

Münster, Germany

May 2014 - June 2014 (1 month)

Hydrogen desorption from graphite Study the interaction between hydrogen and graphite in an ultra-high vacuum chamber as an idealized system to explore the mechanisms of the hydrogen conversion in the interstellar medium. As radiation sources, we use different femtosecond laser systems.

Armée de l'Air - Ministère des Armées

FMIR

91220 Brétigny-sur-Orge, France

June 2011 - January 2013 (1 year and 7 months)

Education