Amalia Georgoudi

Experience

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  Refinitiv

  Jun 2019 - Jul 2019

  Work Experience in Information Architecture

  -Experience how knowledge Graphs, Models (Ontologies and Shacl) can achieve integration through a centralized Metadata Registry.-Experience in enforcing Data Quality based on business rules (Shacl).-Experience on interconnecting different models (Conceptual, Logical, Physical) in the financialindustry.

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  Centre for Research & Technology Hellas (CERTH)

  Jun 2021 - May 2023

  Research Associate

  - Dynamic ontology extension, reasoning, and conversational awareness techniques through dialogues, utilizing Python libraries and Knowledge Graphs.- NLU, NLP and Topic detection using transformer models.- Scientific and grant proposal writting.- 2 research publications.

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  Chubb

  Jun 2023 - now

  - Build Smart Claims, a pipeline to prevent fraud claims using Delta Live Tables (DLT) and image classification models (presented in London's Data Symposium 2024).- Build Databricks Ops Dashboards for lakehouse, audit and billing monitoring from system tables.- Azure portal and ADLS admin.- Production Deployments and Migrations (ServiceNow requests, CAB).- Tech Documentation. - Build models, and ML pipelines using Databricks.- Deploy models from Databricks (MLOPs).- Model Monitoring Dashboards.- Unity Catalog set up, testing and migration.- Set up and implement Data Lakehouse, Medallion Architecture with Unity Catalog and ADLS.- Experience working with Informatica, Power BI, GCP.- Working with agile methodologies (SCRUM).

  • Data Platorm Engineer

    Sept 2024 - now

  • Data Engineer - TAP

    Jun 2023 - Aug 2024