Project: ODS & Datawarehouse Data Integration Start
août 2021 - mai 2022
Project Sector: Automotive
Project context: Big Data Integration of disparate types of data, big data analytics with sap. Data Validation, Data Cleansing into the company Datawarehouse.
Activities and responsibilities: As a Project Manager I
• set up processes that could detect vehicle breakdowns in advance and anticipate the repair of faulty parts within Arval.
• I was involved in predicting the sales of electric cars following the announcement of the new car law, predicting the type of models that would sell in large numbers based on the last 2 years of sales history.
• Data preparation analysis, Data Modeling, Data Integration, Data visualization.
orchestration of End-to-end machine learning pipelines.
• Unit and integration testing
• Deployment and monitoring flow post-production
• Agile Methodology (DSM, Retrospective, Stories…)
• Performed the Dataiku platform upgrade from version 8 to version 9.
Technologies: Oracle 12c, Dataiku platform, Cosmo, Putty, Machine learning, Big data, SAS Reporting, Jira.
Project: ETL DEVELOPER DATASTAGE/INFORMATICA
Start Date: AUG 20218-JULY 2021
Project Sector: ING BANK
Project context: Ensure the ETL processing of Credit card acquisition, Credit Card transactions and other files to be loaded in the Datawarehouse.
Activities and responsibilities:
• Data Migration from Informatica to DataStage, Data Integration, Data Cleansing of new jobs
• Electronic signatures monitoring of new Ing customers…Which was tracing the different steps a customer takes when he is downloading his documents on the website.
• Put in place errors handlings in several DataStage & Informatica Flows(jobs)
• Extraction of data from legacy system, transformed them with the new type of credit card and processed their Integration into our Datawarehouse/Dmart.
• I have worked on the « Batch the frais” by modeling Dimensions and Fact tables to replace the way they were sourcing their data to refine Eckert data information.
• Improving some ETL strategies in regards of the data loading and data integration (Staging Area, Delta loading, Full Loading)
• Dataflows Partitioning
• Data Archiving with SCD type 2.
• Worked and participated in several workshops on KYC concept.
• Fixing and debugging process flows bottle neck
• Recruiting and coaching new developers.
• Performing Production support
Technologies: DataStage, Informatica, SQL Scripting, Oracle Sql/Plsql, Unix shell scripting …