Experience

BIAL-R

• France
• Information Services
• 1 - 100 Employee

• Data Scientist - Data Engineer - Cloud Data Architect

  • Sep 2021 - Present

  Bial-X / Bial-R is specialized in data valuation. We implement every single step of the data chain from its collection to the analysis reports and the production deployment of machine learning models. My responsibilities as Data Scientist : - Identifying customer needs and understanding customer business - Data collection, cleaning and preparation - Machine learning model development and training - Deployment to production Data scientist missions : - Development of… Show more Bial-X / Bial-R is specialized in data valuation. We implement every single step of the data chain from its collection to the analysis reports and the production deployment of machine learning models. My responsibilities as Data Scientist : - Identifying customer needs and understanding customer business - Data collection, cleaning and preparation - Machine learning model development and training - Deployment to production Data scientist missions : - Development of a machine learning model able to predict travel prices for a European logistic leader. The model is consumed by a Streamlit app deployed on an on-premise server. - Development of a machine learning model able to predict energy consumption on a steel production industrial process. My responsibilities as Data Architect & Data Engineer: - Cloud resource deployment on Azure, GCP, AWS in IaC (Terraform) - Data ingestion on ADLS Gen2, GCS, S3 - Python ETL with Azure Functions, Google Cloud Functions, Lambda - Spark ETL with Databricks - DataLake BigQuery, DeltaLake on Gen2 with Delta layer developed by Databricks - CI/CD pipelines with Azure DevOps and GitHub Actions Data engineer missions, for different customers in health sector and insurances : - Deployment, migration and infrastructure evolution of BigData cloud platforms with Microsoft Azure solutions - Spark ETL development with Databricks and Azure Synaspe Analytics Show less Bial-X / Bial-R is specialized in data valuation. We implement every single step of the data chain from its collection to the analysis reports and the production deployment of machine learning models. My responsibilities as Data Scientist : - Identifying customer needs and understanding customer business - Data collection, cleaning and preparation - Machine learning model development and training - Deployment to production Data scientist missions : - Development of… Show more Bial-X / Bial-R is specialized in data valuation. We implement every single step of the data chain from its collection to the analysis reports and the production deployment of machine learning models. My responsibilities as Data Scientist : - Identifying customer needs and understanding customer business - Data collection, cleaning and preparation - Machine learning model development and training - Deployment to production Data scientist missions : - Development of a machine learning model able to predict travel prices for a European logistic leader. The model is consumed by a Streamlit app deployed on an on-premise server. - Development of a machine learning model able to predict energy consumption on a steel production industrial process. My responsibilities as Data Architect & Data Engineer: - Cloud resource deployment on Azure, GCP, AWS in IaC (Terraform) - Data ingestion on ADLS Gen2, GCS, S3 - Python ETL with Azure Functions, Google Cloud Functions, Lambda - Spark ETL with Databricks - DataLake BigQuery, DeltaLake on Gen2 with Delta layer developed by Databricks - CI/CD pipelines with Azure DevOps and GitHub Actions Data engineer missions, for different customers in health sector and insurances : - Deployment, migration and infrastructure evolution of BigData cloud platforms with Microsoft Azure solutions - Spark ETL development with Databricks and Azure Synaspe Analytics Show less



FM Logistic

• France
• Transportation, Logistics, Supply Chain and Storage
• 700 & Above Employee

• Data Engineer

  • Feb 2021 - Aug 2021

  FM Logistic decided to make use of the data generated by their activities. Data department appeared recently to satisfy the need. My purpose within this department is to implement Business Objects so that data is available for anyone who needs it. GCP tools: BigQuery, Cloud Functions, Cloud SQL, Pub/Sub, Storage Other tools: Terraform, GitLab, DataForm (integrated into GCP soon) Langages: Python, SQL, JavaScript FM Logistic decided to make use of the data generated by their activities. Data department appeared recently to satisfy the need. My purpose within this department is to implement Business Objects so that data is available for anyone who needs it. GCP tools: BigQuery, Cloud Functions, Cloud SQL, Pub/Sub, Storage Other tools: Terraform, GitLab, DataForm (integrated into GCP soon) Langages: Python, SQL, JavaScript



Indépendant

• Movies, Videos, and Sound
• 100 - 200 Employee

• Data Scientist

  • Jul 2020 - Jan 2021

  Personal project development : Electrical production dashboard and electrical demand prediction: • Data collection with ODRÉ API (Open Data Réseaux Énergie) • Time series • Two different electrical prediction models ◦ SARIMAX model from Statsmodels librairy ◦ Prophet by Facebook • Data visualization with Plotly • Developed with Dash framework • Deployed with Docker as a prototype on… Show more Personal project development : Electrical production dashboard and electrical demand prediction: • Data collection with ODRÉ API (Open Data Réseaux Énergie) • Time series • Two different electrical prediction models ◦ SARIMAX model from Statsmodels librairy ◦ Prophet by Facebook • Data visualization with Plotly • Developed with Dash framework • Deployed with Docker as a prototype on Heroku https://elec-demand-web-app-2cf54jn4da-od.a.run.app/ Image recognition • Picture wrangling with OpenCV librairy • Deep learning classification model : CNN with VGG16 architecture • Developed with Dash framework (under development on FLask) • Deployed with Docker on a GCP Cloud Run https://strasbourg-pictures-2cf54jn4da-ew.a.run.app Chat bot • Data collection : ◦ Spacy Word embeddings ◦ Riddles scrapped on internet Selenium librairy ◦ Question / answers : continuous collection. • Developed with Rasa ◦ Intentions classification with Rasa NLU ◦ Context understanding with Rasa Core ◦ Customized actions with Python and Rasa Action Servers ◦ Rasa X Interface • Deployed with Docker-Compose on a GCP Compute Engine Show less Personal project development : Electrical production dashboard and electrical demand prediction: • Data collection with ODRÉ API (Open Data Réseaux Énergie) • Time series • Two different electrical prediction models ◦ SARIMAX model from Statsmodels librairy ◦ Prophet by Facebook • Data visualization with Plotly • Developed with Dash framework • Deployed with Docker as a prototype on… Show more Personal project development : Electrical production dashboard and electrical demand prediction: • Data collection with ODRÉ API (Open Data Réseaux Énergie) • Time series • Two different electrical prediction models ◦ SARIMAX model from Statsmodels librairy ◦ Prophet by Facebook • Data visualization with Plotly • Developed with Dash framework • Deployed with Docker as a prototype on Heroku https://elec-demand-web-app-2cf54jn4da-od.a.run.app/ Image recognition • Picture wrangling with OpenCV librairy • Deep learning classification model : CNN with VGG16 architecture • Developed with Dash framework (under development on FLask) • Deployed with Docker on a GCP Cloud Run https://strasbourg-pictures-2cf54jn4da-ew.a.run.app Chat bot • Data collection : ◦ Spacy Word embeddings ◦ Riddles scrapped on internet Selenium librairy ◦ Question / answers : continuous collection. • Developed with Rasa ◦ Intentions classification with Rasa NLU ◦ Context understanding with Rasa Core ◦ Customized actions with Python and Rasa Action Servers ◦ Rasa X Interface • Deployed with Docker-Compose on a GCP Compute Engine Show less



ENIGMA Strasbourg

• Auto-entrepreneur

  • Jul 2019 - Mar 2020

  Created a live tracking game inside Strasbourg city center. Escape your life with ENIGMA Strasbourg enigmastrasbourg.com Created a live tracking game inside Strasbourg city center. Escape your life with ENIGMA Strasbourg enigmastrasbourg.com



GE Renewable Energy

• France
• Renewable Energy Equipment Manufacturing
• 700 & Above Employee

• Commissioning Engineer & Performance Engineer

  • Jan 2017 - Jun 2019

  Ashalim Solar Power Plant is a concentrated solar power plant in the Neguev desert in Israel. Its tower is 250m height, the solar field is composed by 55 000 heliostats to produce 121MW net. - In charge of the balance of plant commissioning - Involved in the solar receiver steam generator and the water steam cycle commissioning - Responsible for the performance tests

• Performance Engineer

  • Nov 2015 - Jan 2017

  Performance calculation on renewable steam power plant such as - Concentrated solar power plant, - Geothermal power plant - Biomass power plant. At this position, the responsibilties were: - Thermal and thermodynamic calculation - Heat and mass balance diagram calculation - Development of a minute model for annual performance generation - Writing the contractual guarantee section of an offer (tender stage) - Performance test procedure preparation including… Show more Performance calculation on renewable steam power plant such as - Concentrated solar power plant, - Geothermal power plant - Biomass power plant. At this position, the responsibilties were: - Thermal and thermodynamic calculation - Heat and mass balance diagram calculation - Development of a minute model for annual performance generation - Writing the contractual guarantee section of an offer (tender stage) - Performance test procedure preparation including negociation with the client and the electrical grid - Participation in the specification of the heat balance calculation tool development



Alstom

• France
• Rail Transportation
• 700 & Above Employee

• Performance Engineer

  • Feb 2013 - Oct 2015

  Performance calculation on renewable steam power plants such as : - Concentrated solar power plants - Geothermal power plants - Biomass power plants. Main tasks: - In charge of heat and mass balance calculation - thermal and thermodynamic calculation - Responsible for the contractual guarantee section of an offer - In charge of the performance tests Performance calculation on renewable steam power plants such as : - Concentrated solar power plants - Geothermal power plants - Biomass power plants. Main tasks: - In charge of heat and mass balance calculation - thermal and thermodynamic calculation - Responsible for the contractual guarantee section of an offer - In charge of the performance tests



EDF Energies Nouvelles

• Trainee engineer

  • Feb 2012 - Jul 2012

  Within EDF EN Services, the internship consisted in identifying the safety procedures to implement for operation and maintenance of off shore wind turbine farms. - Understand offshore wind operation and maintenance, especially accessibility - Convert on shore procedures - Make a risk review. https://www.edf-renouvelables.com/exploitation-et-maintenance/edf-renouvelables-services/ Within EDF EN Services, the internship consisted in identifying the safety procedures to implement for operation and maintenance of off shore wind turbine farms. - Understand offshore wind operation and maintenance, especially accessibility - Convert on shore procedures - Make a risk review. https://www.edf-renouvelables.com/exploitation-et-maintenance/edf-renouvelables-services/



Student Union - Ecole des Mines de Nantes

• President

  • Jan 2011 - Dec 2011

  Student representative : - Responsible for all campus events - Logistical and financial coordinator for the student associations - In charge of project leading with companies and other schools and universities Student representative : - Responsible for all campus events - Logistical and financial coordinator for the student associations - In charge of project leading with companies and other schools and universities



NIWA

• New Zealand
• Research
• 500 - 600 Employee

• Assistant chercheur

  • May 2011 - Aug 2011

  Within NIWA, National Institute of Water and Atmospheric Reasearch in New Zealand, I analyzed anaerobic digesters on a water treatment system. https://niwa.co.nz/ Within NIWA, National Institute of Water and Atmospheric Reasearch in New Zealand, I analyzed anaerobic digesters on a water treatment system. https://niwa.co.nz/



Summer holiday camps

• Summer camp leader

  • Jan 2008 - Jan 2010

  BAFA graduated Organized and facilitated summer camp activities for children and teenagers BAFA graduated Organized and facilitated summer camp activities for children and teenagers