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Krzysztof (Chris) comes from a background in Direct Mail data processing and Public Safety Land Mobile Radio (LMR). Throughout his career Chris’ work has been centered around data processing using various industry-specific software packages as well as industry-standard ones such as SQL databases and Excel spreadsheets. Chris’s experience includes using software packages to clean and prepare data to strict standards as well as writing custom software to enable flexible segmentation of data. His responsibilities have included configuring and debugging data collection platforms and bespoke software as well as training data collection teams and preprocessing collected data to enable further analysis. This career path has given Chris an ever-growing interest in all things related to data, its collection, processing, and analysis.