Mateusz Stachowicz
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Mateusz Stachowicz is a senior machine learning engineer at GlobalLogic, specializing in data modeling, predictive methods, and MLOps on Google Cloud Platform and Microsoft Azure. He designs and deploys AI systems, including LLM-based workflows for data processing and knowledge extraction, with expertise spanning ML system design, CI/CD, and model observability.
Previously, he worked at Roche in an Advanced Analytics team, contributing to production time-series ML solutions for finance, and held roles at Alerabat, Delve, and Aigora, gaining experience with cloud analytics and ML tooling such as BigQuery, Databricks, and Kubernetes. He holds a BSc in Quantitative Methods in Economics from the University of Economics in Katowice. His interests include EEG analysis, intelligent systems, and practical applications of LLMs.
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Articles by Mateusz Stachowicz
An aggregated metrics framework for multicriteria model validation using rolling origin evaluation
The authors apply the rolling origin evaluation framework to model validation in multicriteria settings, where performance must be assessed through various scenarios or forecast targets.