Andrea Sorrentino
Senior Data Engineer @Agreena
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WORK HISTORY
Senior Data Engineer @Agreena
Laid the technical foundations for multiple cross-functional teams and operationalized critical ML workflows. Ingested 6TB+ of training data into a Data Mesh using Ray, dbt and GeoParquet to train computer vision models. Accelerated climate data pipelines from days to minutes by leveraging cloud-native formats (Zarr, COGs). Architected carbon credit data pipelines using dbt and Iceberg to ensure column-level lineage and auditability. Operationalised field boundary detection models on VertexAI and Airflow, exposing results through a STAC API. Deployed the company’s central Data Discovery layer and built pipelines to automate metadata ingestion.Developed skills in: Python, Ray, Xarray, DuckDB, dbt, Airflow, AWS, GCP, Apache Iceberg, Docker, Github Actions.
EDUCATION
Università degli Studi di Napoli Federico II
Bachelor of Science - BS, Computer Science
Università degli Studi di Napoli Federico II
Master of Science - MS, Computer Science - Perceptive and Cognitive Systems
SKILLS
ABOUT ANDREA SORRENTINO
I’m a data engineer with 7 years of experience and a M.Sc. in Computer Science, who thrives when working at the intersection of various disciplines to solve meaningful problems.Having worked both in highly structured corporate environments and fast-paced startups, I can appreciate the dynamics of both and adapt my working style so that it rapidly delivers value.As a generalist, I am able to quickly learn and operate in new technology stacks. Additionally, I understand the importance of clear and honest communication with others, and I am especially meticulous when it comes to documenting my work. I particularly value working in multicultural environments where concepts like trust, direct collaboration (e.g. pairing) and psychological safety are emphasized.Overall, I’m a friendly person who can contribute in creating a pleasant atmosphere within the team through a positive and constructive attitude.
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