Saad Khalid

Senior Data Engineer @ING España & Portugal

Madrid, ES

Part of ING Advanced Data Analytics team in charge of creating analyticalproducts for financial retail and risk management projects during which:• Co-developed and standardized the data ingestion, feature generation, and dataexecution pipeline frameworks.• Built end‑to‑end ETLs to serve reporting and data analysis purposes fordifferent departments.• Built modular data execution pipelines to run machine learning models andserve their data to end users.• Orchestrated the execution of the analytical products workflows using theplatform orchestrator.• Integrated CI/CD pipelines in order to build, publish, and deploy thecreated analytical products.• Helped business users identify potential analytical solutions use cases andprioritize their implementation.• Defined and mentored team members on development and testing bestpractices.• Onboarded and mentored new hires and junior team members.• Participated in various PoCs to assess external vendors of automatedmachine learning solutions.• Contributed to the migration of the platform from the local to the privatecloud.• Defined and implemented the UAT tests for the new private cloud analytical platform and helped platform team solve bugs and errors.• Laid the foundation for the integration of data quality libraries andsolutions into machine learning models.The previous solutions were achieved using technologies like Python,Pyspark, SQL, Azure DevOps, ING private Cloud, UA Orchestrator.

Universidad Carlos III de Madrid

Grado, Ingeniería Telematica

Saint Louis University

Bachelor's , Computer Engineering