2017 - 2020Continental
Big Data Engineer
Improve Continental’s component lifespan thanks to vehicle’s data exploitation:
Design and deployment of an entire scalable data pipeline, from data collection to analysis and interactive visualization
Fully implemented from scratch on AWS with Terraform
Data quantity anticipation: serverless, distributed processing and queries
Multiple machine learning tasks to solve specific automotive issues:
Statistical analysis over large quantity of data
Machine Learning models creation and tuning, feature engineering to improve physical models of engine behaviors and pollutants emissions.
Results: More than 20 pipelines and terabytes of structured data queried on a daily basis by 100+ automotive engineers. 2 patents, many models.
Spark, Kinesis, Lambdas, EMR, AWS Data Pipeline, Athena, EC2, ECS, S3, RDS, Terraform, Python, SKLearn, Spark ML, Tensorflow, Keras, Pandas, Scipy, Plotly
2017CGI - La Banque Postale
- ETL developments
- Fraud detection algorithm implementation
SAS, SQL, Python
2016 - 2017CGI - Société Générale
- Complex transformation and loading of TB of data
- Specifications and expert advises to a team of developers
- SQL queries optimization for performance improvement
IBM Datastage, Teradata, TPT, Shell Unix, CTRL-M, SAS
2016 - 2017CGI - Thales
- BI and ETL tooling development and monitoring
- Data analysis and SQL expertise
Oracle database, Oracle BI 10/11g, Informatica Powercenter, Siebel, DAC
Uniting scientific researcher and industrial companies for CEA’s research valorization.
- Data mining on patents and scientific publications
- Confirm the patentability of an invention, get a technical overview of the market, find a potential practical application, analyze competitors
Questel Orbit, Intellixir, Diane & Orbis, Scopus, WoS, etc.
2014University Of Nevada Las Vegas
- Business intelligence team player for the Nevada Department of Transportation.
- Database management, transformation and loading of data in order to create relevant dashboards
- Statistical indicators and geographical map matching scripts
Oracle Data Integrator (ODI), Oracle Administration tool, Oracle Map Viewer, OBIEE 11g. R scripting
2015ENSEEIHT / ENSIACET
Specialization in renewable energy
- Process engineering
- Project management