Georgios Etsias
Senior Data Scientist @Fyld
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WORK HISTORY
Senior Data Scientist @Fyld
GB
EDUCATION
Aristotle University of Thessaloniki (AUTH)
Master's degree, Environmental Engineering
Aristotle University of Thessaloniki (AUTH)
Bachelor's degree, Civil Engineering
Queen's University Belfast
Doctor of Philosophy - PhD, Environmental Informatics
McNeese State University
Master's degree, Civil Engineering
ABOUT GEORGIOS ETSIAS
Data scientist with a solid background in machine learning, NLP, LLMs, computer vision, timeseries prediction, image analysis and data visualization- 4.5 years of experience in the insurance-tech sector, building in-house machine learning solutions using Python and SQL- 5 years of conducting academic research in the United Kingdom, the United States and Greece- Author of 15 academic papers, including the application of computer vision and genetic algorithms in the field of hydrogeology.Tech stackPython, Java, MATLAB, R, SQL (Oracle, PostgreSQL), NoSQL (MongoDB), TensorFlow, PyTorch, Keras, Transformers, Scikit-Learn, Pandas, NumPy, AWS (Athena, Crawler, Lambda, Glue), Docker, version control - Git, Docker, Linux, PowerBI, Neo4J, Cypher, Gremlin, GraphQLExperience inDeep learning, NLP, LLMs, graph databases, computer vision, un-supervised topic modelling (LDA – NMF), time-series prediction, clustering, random forests, XGBoost, data exploration / data analysis, genetic algorithms, ETL pipelines, API design, agile methodologies, testing
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