Projects

European Commission data science and cloud advisory

Advised European Commission departments and institutions on cloud, data science, Machine Learning and large-scale data-platform architectures across Azure, AWS and OVH.

Category
Professional work
Role
Cloud Solution Architect / Data Science & AI Advisor
Stage
Advisory, ended April 2021
  • Azure Synapse
  • Azure Databricks
  • Apache Spark
  • AWS Athena
  • DynamoDB
  • Azure SQL Hyperscale
  • Power BI
  • Qlik
  • Data science
  • Cloud
  • Public sector

Context

European Commission — DIGIT C1 Cloud Broker, from March 2020 to April 2021. The advice covered Azure, AWS and OVH.

Contribution

  • Lead Data Science and Cloud Advisor for the Joint Research Centre, supporting architecture and platform selection for advanced analytics initiatives.
  • Designed and delivered Machine Learning and Deep Learning proofs of concept on hyperscale Azure and AWS platforms.
  • Evaluated HPC-backed architectures for compute-intensive Machine Learning and Deep Learning workloads.
  • Architected Big Data and data-science platforms using Azure Synapse, Databricks, Apache Spark, AWS Athena, DynamoDB and Azure SQL Hyperscale.
  • Implemented distributed data-processing and analytical solutions using Azure Synapse, Apache Spark, Power BI and Qlik.
  • Defined multi-cloud data architectures across Azure and AWS for storage, distributed processing and analytics.
  • Advised project teams on workload placement, cloud-service selection and patterns for data-intensive use cases.

The resume states that the proofs of concept were delivered. It does not describe them as production systems.